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List of 110+ Free Udemy & Popular Discounted : ETL & Data Integration Masterclass, HTML, JavaScript, & Bootstrap, Marketing Analytics, Microsoft Excel, Machine Learning, Android App Developer, React JS - A Complete Guide for Frontend Web Development, Python, Tableau, Instructional Design & Many More

ETL & Data Integration Masterclass, HTML, JavaScript, & Bootstrap, Marketing Analytics, Microsoft Excel, Machine Learning, Android App Developer, React JS - A Complete Guide for Frontend Web Development, Python, Tableau, Instructional Design & Many More
Source: Freebies Global - https://freebiesglobal.com/
  1. [English] 6h 24m HTML, JavaScript, & Bootstrap - Certification Course https://www.udemy.com/course/html-javascript-bootstrap-certification-course/?couponCode=YOUACCELOCT26 2 Days left at this price!
  2. [English] 0h 37m Quick Guide: Setup a Local Testing Server using WAMP or MAMP https://www.udemy.com/course/quick-guide-setup-a-local-testing-server-using-wamp-or-mamp/?couponCode=YOUACCELOCT26 2 Days left at this price!
  3. [English] 1h 27m Learn MySQL - For Beginners https://www.udemy.com/course/learn-mysql-for-beginners/?couponCode=YOUACCELOCT26 2 Days left at this price!
  4. [English] 1h 28m Learn JavaScript - For Beginners https://www.udemy.com/course/learn-javascript-for-beginners-v/?couponCode=YOUACCELOCT26 2 Days left at this price!
  5. [English] 1h 47m Learn PHP - For Beginners https://www.udemy.com/course/learn-php-for-beginners-n/?couponCode=YOUACCELOCT26 2 Days left at this price!
  6. [English] 5h 57m JavaScript, Bootstrap, & PHP - Certification for Beginners https://www.udemy.com/course/javascript-bootstrap-php-certification-for-beginners/?couponCode=YOUACCELOCT26 2 Days left at this price!
  7. [English] 2h 23m Learn XML-AJAX - For Beginners https://www.udemy.com/course/learn-xml-ajax-for-beginners/?couponCode=YOUACCELOCT26 2 Days left at this price!
  8. [English] 2h 45m Learn Bootstrap - For Beginners https://www.udemy.com/course/learn-bootstrap-for-beginners/?couponCode=YOUACCELOCT26 2 Days left at this price!
  9. [English] 1h 15m Learn jQuery - For Beginners https://www.udemy.com/course/learn-jquery-for-beginners/?couponCode=YOUACCELOCT26 2 Days left at this price!
  10. [English] 3h 9m CSS & JavaScript - Certification Course for Beginners https://www.udemy.com/course/css-javascript-certification-course-for-beginners/?couponCode=YOUACCELOCT26 2 Days left at this price!
  11. [English] 6h 2m Ultimate AWS Certified Alexa Skill Builder Specialty 2020 https://www.udemy.com/course/ultimate-aws-certified-alexa-skill-builder-specialty/?couponCode=20F2F1085B9FE981B09C 2 Days left at this price!
  12. [English] 9h 13m Pentaho for ETL & Data Integration Masterclass 2020- PDI 9.0 https://www.udemy.com/course/pentaho-for-etl-data-integration-masterclass/?couponCode=OCTXXVI20 1 Day left at this price!
  13. [English] 34h 56m Machine Learning & Deep Learning in Python & R https://www.udemy.com/course/data_science_a_to_z/?couponCode=OCTXXVI20 1 Day left at this price!
  14. [English] 0h 52m Public Speaking: A tactical approach https://www.udemy.com/course/publicspeakingtactics/?couponCode=9546D2A90B72DB31BF85 2 Days left at this price!
  15. [Spanish] 8h 22m Introducción a Adobe Photoshop CC 2020 (Actualizado) https://www.udemy.com/course/introduccion-a-adobe-photoshop-cc-2020-actualizado/?couponCode=GRATIS-CAPDESIS 2 Days left at this price!
  16. [English] 3h 36m The Complete React JS Course - Basics to Advanced https://www.udemy.com/course/react-js-basics-to-advanced/?couponCode=FREEOCTOBER 2 Days left at this price!
  17. [English] 0h 48m Develop Your Listening Skills to Shine at Work and in Life https://www.udemy.com/course/develop-your-listening-skills-to-shine-at-work-and-in-life/?couponCode=86E39195E8A8084CE232 1 Day left at this price!
  18. [Spanish] 11h 40m Curso Excel y Power BI – Análisis y Visualización de Datos https://www.udemy.com/course/curso-tutorial-aprender-como-usar-power-bi-excel-ejercicios-practicos/?couponCode=OCT20-1 2 Days left at this price!
  19. [English] 1h 28m Learn! Modern JavaScript for React JS - ES6 https://www.udemy.com/course/modern-javascript-es6-for-react-js/?couponCode=FREEOCTOBER 2 Days left at this price!
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  21. [English] 2h 21m EQ-2 Resilience and Mental Strength - Emotional Intelligence https://www.udemy.com/course/resiliance-emotional-intelligence/?couponCode=EQRMSEXPOCT292020 2 Days left at this price!
  22. [English] 5h 37m Marketing Analytics: Pricing Strategies and Price Analytics https://www.udemy.com/course/marketing-analytics-pricing-strategies-and-price-analytics/?couponCode=OCTXXVI20 1 Day left at this price!
  23. [German ] 2h 52m Werde ein Menschen-Magnet - Die Charisma-Formel https://www.udemy.com/course/werde-ein-menschen-magnet-die-charisma-formel/?couponCode=CHARISTART 2 Days left at this price!
  24. [English] 12h 46m Complete Machine Learning with R Studio - ML for 2020 https://www.udemy.com/course/machine-learning-with-r-studio/?couponCode=OCTXXVI20 1 Day left at this price!
  25. [English] 7h 7m Marketing Analytics: Forecasting Models with Excel https://www.udemy.com/course/marketing-analytics-forecasting-models-with-excel/?couponCode=OCTXXVI20 1 Day left at this price!
  26. [English] 7h 57m Learn! Python from scratch - Basics to Advanced https://www.udemy.com/course/python-programming-beginner-to-advanced/?couponCode=FREEOCTOBER 2 Days left at this price!
  27. [English] 2h 30m Youtube & Instagram Video Production + Editing Bootcamp 2020 https://www.udemy.com/course/youtube-video-production-bootcamp-2018/?couponCode=PUMPKIN 2 Days left at this price!
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  29. [English] 1h 57m Machine learning & AI Hands on 3 Projects. https://www.udemy.com/course/machine-learning-and-ai-with-hands-on-projects/?couponCode=FREEOCTOBER 2 Days left at this price!
  30. [English] 6h 49m Machine Learning - Step by Step (2020) https://www.udemy.com/course/step-by-step-guide-to-machine-learning-course/?couponCode=FREEOCTOBER 2 Days left at this price!
  31. [English] 4h 7m Step by step guide to be an Android App Developer https://www.udemy.com/course/a-beginners-guide-to-android-app-development/?couponCode=FREEOCTOBER 2 Days left at this price!
  32. [English] 3h 32m HTML5 - Basics to Advanced with hands-on projects. https://www.udemy.com/course/html-basic-to-advanced/?couponCode=FREEOCTOBER 2 Days left at this price!
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  34. [English] 21h 57m React JS - A Complete Guide for Frontend Web Development https://www.udemy.com/course/react-js-a-complete-guide-for-frontend-web-development/?couponCode=FREEOCTOBER 2 Days left at this price!
  35. [English] 2h 36m EMDR Therapy For PTSD Post Traumatic Stress Disorder https://www.udemy.com/course/certificate-in-ptsd-symptom-relief-through-emdr-therapy/?couponCode=1CE6BA95EB2043A8612C 2 Days left at this price!
  36. [English] 2h 21m Unblock Chakras, Cleanse Aura, Chromotherapy Color Therapy https://www.udemy.com/course/color-therapy-certification-improve-your-life-through-colo?couponCode=81E73256860229CAAF0E 2 Days left at this price!
  37. [English] 2h 59m How To Declutter Your Home With Before After Video Included https://www.udemy.com/course/declutter-and-organize-for-better-home-and-less-stress/?couponCode=B73EF8EC273534ED7BC4 2 Days left at this price!
  38. [English] 1h 14m Nursing Professionals Get Motivated! Motivation For Nurses https://www.udemy.com/course/motivation-for-nurses-30-days-of-praise-for-nurses/?couponCode=334FEE6E04DCBEF2182D 2 Days left at this price!
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  40. [English] 0h 31m Fundamentals of Network Security https://www.udemy.com/course/fundamentals-of-network-security-b/?couponCode=HARISH_INDIA 2 Days left at this price!
  41. [English] 1h 14m Sell Photo Online: Beginners Guide Stock Photography https://www.udemy.com/course/mastering-stock-photography-step-by-step-guideline/?couponCode=STOCKOCT2020F3 2 Days left at this price!
  42. [English] 6h 5m Tableau 2020 Training for Data Science & Business Analytics https://www.udemy.com/course/tableau-for-data-science-and-business-analytics/?couponCode=FB27OCT2020 2 Days left at this price!
  43. [English] 11h 46m Futures Trading Ninja: DIY 12Hour TOP-NOTCH Trading Strategy https://www.udemy.com/course/futures-trading/?couponCode=1OCT20 2 Days left at this price!
  44. [Spanish] 5h 35m Google Adsense. 99 Secretos que Internet No te Enseña. 2020. https://www.udemy.com/course/google-adsense-gana-dinero-achirou-alvaro-chirou-pablo-munoz/?couponCode=TWITCH 2 Days left at this price!
  45. [English] 7h 0m CNN for Computer Vision with Keras and TensorFlow in Python https://www.udemy.com/course/cnn-for-computer-vision-with-keras-and-tensorflow-in-python/?couponCode=OCTXXVI20 1 Day left at this price!
  46. [English] 6h 29m HR Analytics Course with R https://www.udemy.com/course/hr-analytics-course-with-?couponCode=ANALYTICS27 2 Days left at this price!
  47. [English] 6h 59m Instructional Design Course: All Levels Beginner to Advanced https://www.udemy.com/course/instructional-design-course/?couponCode=DESIGN27 2 Days left at this price!
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  49. [English] 4h 31m Learn Excel from beginner to advance with Example https://www.udemy.com/course/learn-excel-from-beginner-to-advance-with-example/?couponCode=FREE50 2 Days left at this price!
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  51. [English] 0h 41m Public Speaking for Beginners https://www.udemy.com/course/public-speaking-for-beginners-al/?couponCode=2979E8D97444605D7156 2 Days left at this price!
  52. [English] 0h 58m Presentation Skills: Give a Great New Business Pitch https://www.udemy.com/course/how-to-give-a-new-business-pitch-presentation/?couponCode=74EFB7D6C2FB1A0D9B1E 2 Days left at this price!
  53. [English] 0h 51m Journalism: Conduct Great Media Interviews https://www.udemy.com/course/how-to-conduct-interviews/?couponCode=C84C17A28AE58CBD454E 2 Days left at this price!
  54. [English] 1h 7m Sales Skills Training: Give a Winning Sales Presentation https://www.udemy.com/course/how-to-give-a-sales-presentation/?couponCode=60C26DD7117AF1729851 2 Days left at this price!
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  56. [English] 2h 59 The Complete Motivation Course: Motivation for Your Success https://www.udemy.com/course/the-complete-motivation-course-motivation-for-your-success/?couponCode=9960F956CB6AA19CF809 2 Days left at this price!
  57. [English] 1h 24m The Complete Google Forms Course - Sending & Analyzing Forms https://www.udemy.com/course/the-complete-google-forms-course-sending-analyzing-forms/?couponCode=2076C8A7ADCBD6DBDE99 2 Days left at this price!
  58. [English] 4h 54m Master Django by Building Complete RESTful API Project https://www.udemy.com/course/master-django-by-building-complete-restful-api-project/?couponCode=OCTOBERSALE 1 Day left at this price!
  59. [English] 9h 18m Complete Adobe Premiere Pro CC Course - Beginner to Advanced https://www.udemy.com/course/adobepremiereprocccourse/?couponCode=FREEADOBE 2 Days left at this price!
  60. [Spanish] 1h 18m Comienza con R ¡Añade valor a tu CV en 2 horas! https://www.udemy.com/course/el-arte-de-programar-en-r-anade-valor-a-tu-cv/?couponCode=B90E90DE425C8BAC6D10 2 Days left at this price!
  61. [Spanish] 1h 15m Aprende SQL desde cero: ¡Curso con mas de 50 ejercicios! 1 https://www.udemy.com/course/aprende-sql-desde-cero-curso-con-mas-de-50-ejercicios/?couponCode=9497A0979D086BC59ACA 2 Days left at this price!
  62. [Spanish] 1h 41m Tableau: Crea un impacto con la información https://www.udemy.com/course/tableau-10-desde-cero/?couponCode=0B9A15DAABECEF4283E3 2 Days left at this price!
  63. [Spanish] 1h 4m Microsoft Excel - Análisis de datos con tablas dinámicas https://www.udemy.com/course/microsoft-excel-analisis-de-datos-con-tablas-dinamicas/?couponCode=E132A1381313060EADBA 2 Days left at this price!
  64. [Spanish] 1h 47m SQL: Creación de Bases de Datos (De cero a profesional) https://www.udemy.com/course/sql-creacion-de-bd/?couponCode=4C2909E4D310F1B4FA41 2 Days left at this price!
  65. [Arabic] 0h 43m YouTube SEO mini course (Get more views) in Arabic https://www.udemy.com/course/youtube-seo-mini-course/?couponCode=B9CB7555A84C81E259A6 2 Days left at this price!
  66. [English] 4h 48m Microsoft Excel - Learn MS EXCEL For DATA Analysis https://www.udemy.com/course/microsoft-excel-learn-ms-excel-for-data-analysis/?couponCode=23966F2BE2A43C33E5ED 2 Days left at this price!
  67. [English] 0h 33m 30 Days Challenge for a Better Time Management https://www.udemy.com/course/30-days-challenge-for-a-better-time-management/?couponCode=TMFREE 2 Days left at this price!
  68. [English] 2h 15m Outsource Mastery: How To Earn More Money By Doing Less Work https://www.udemy.com/course/outsource-mastery/?couponCode=OCTFREEOUTSOURCE 2 Days left at this price!
  69. [English] 4h 44m Microsoft Excel: Beginner to Data Analysis and Dashboards https://www.udemy.com/course/getting-started-with-microsoft-excel/?couponCode=4471C851C1F635EA50B6 2 Days left at this price!
  70. [English] 1h 55m Machine Learning & Data Science Foundations Masterclass https://www.udemy.com/course/machine-learning-data-science-foundations-masterclass/?couponCode=CLUB11 2 Days left at this price!
  71. [English] 1h 26m Public Speaking: You Can Speak to Large Audiences https://www.udemy.com/course/how-to-speak-to-large-audiences/?couponCode=D862393E365C81A88F76 2 Days left at this price!
  72. [English] 1h 12m Online Course Creation: Complete Course of Blunders to Avoid https://www.udemy.com/course/online-course-creation-complete-course-of-blunders-to-avoid/?couponCode=795DDC3D62699701AA68 2 Days left at this price!
  73. [English] 1h 0m Basics Of Stop Motion Animation Using Canva And OpenShot https://www.udemy.com/course/basics-of-stop-motion-animation-using-canva-and-openshot/?couponCode=87D29D78BE69CC4A77E6 2 Days left at this price!
  74. [English] 1h 23m Basics Of Flat Design Illustrations In Canva https://www.udemy.com/course/how-to-do-flat-design-for-social-media-marketing-in-canva/?couponCode=7C34A04E50CDC001F0FB 2 Days left at this price!
  75. [English] 1h 6m TEDx for NGOs, NonProfits & Volunteers https://www.udemy.com/course/tedx-nonprofit-org/?couponCode=TNNPVEXPOCT292020 2 Days left at this price!
  76. [English] 0h 49m Color Theory Basics: Learning Color Theory With Adobe Color https://www.udemy.com/course/color-theory-basics-learning-color-theory-with-adobe-colo?couponCode=6950A9D3ED98C8948A02 2 Days left at this price!
  77. [English] 3h 37m Intro To Basic Video Creation https://www.udemy.com/course/intro-to-basic-video-creation/?couponCode=2A0546CA0E43EEF9DFEC 2 Days left at this price!
  78. [English] 3h 19m Photo Editing With Free Software https://www.udemy.com/course/photo-editing-with-free-software/?couponCode=6A1829B7BD9A5CD55E4F 2 Days left at this price!
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  86. [English] 9h 39m How to Write and Publish a Research Paper: Complete Guide https://www.udemy.com/course/how-to-write-and-publish-a-research-paper-complete-guide/?couponCode=PAPER26 1 Day left at this price!
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Former investment bank FX trader: News trading and second order thinking part 2/2

Former investment bank FX trader: News trading and second order thinking part 2/2
Thanks for all the upvotes and comments on the previous pieces:
From the first half of the news trading note we learned some ways to estimate what is priced in by the market. We learned that we are trading any gap in market expectations rather than the result itself. A good result when the market expected a fantastic result is disappointing! We also looked at second order thinking. After all that, I hope the reaction of prices to events is starting to make more sense to you.

Before you understand the core concepts of pricing in and second order thinking, price reactions to events can seem mystifying at times
We'll add one thought-provoking quote. Keynes (that rare economist who also managed institutional money) offered this analogy. He compared selecting investments to a beauty contest in which newspaper readers would write in with their votes and win a prize if their votes most closely matched the six most popularly selected women across all readers:
It is not a case of choosing those (faces) which, to the best of one’s judgment, are really the prettiest, nor even those which average opinions genuinely thinks the prettiest. We have reached the third degree where we devote our intelligences to anticipating what average opinion expects the average opinion to be.
Trading is no different. You are trying to anticipate how other traders will react to news and how that will move prices. Perhaps you disagree with their reaction. Still, if you can anticipate what it will be you would be sensible to act upon it. Don't forget: meanwhile they are also trying to anticipate what you and everyone else will do.

Part II
  • Preparing for quantitative and qualitative releases
  • Data surprise index
  • Using recent events to predict future reactions
  • Buy the rumour, sell the fact
  • The trimming position effect
  • Reversals
  • Some key FX releases

Preparing for quantitative and qualitative releases

The majority of releases are quantitative. All that means is there’s some number. Like unemployment figures or GDP.
Historic results provide interesting context. We are looking below the Australian unemployment rate which is released monthly. If you plot it out a few years back you can spot a clear trend, which got massively reversed. Knowing this trend gives you additional information when the figure is released. In the same way prices can trend so do economic data.

A great resource that's totally free to use
This makes sense: if for example things are getting steadily better in the economy you’d expect to see unemployment steadily going down.
Knowing the trend and how much noise there is in the data gives you an informational edge over lazy traders.
For example, when we see the spike above 6% on the above you’d instantly know it was crazy and a huge trading opportunity since a) the fluctuations month on month are normally tiny and b) it is a huge reversal of the long-term trend.
Would all the other AUDUSD traders know and react proportionately? If not and yet they still trade, their laziness may be an opportunity for more informed traders to make some money.
Tradingeconomics.com offers really high quality analysis. You can see all the major indicators for each country. Clicking them brings up their history as well as an explanation of what they show.
For example, here’s German Consumer Confidence.

Helpful context
There are also qualitative events. Normally these are speeches by Central Bankers.
There are whole blogs dedicated to closely reading such texts and looking for subtle changes in direction or opinion on the economy. Stuff like how often does the phrase "in a good place" come up when the Chair of the Fed speaks. It is pretty dry stuff. Yet these are leading indicators of how each member may vote to set interest rates. Ed Yardeni is the go-to guy on central banks.

Data surprise index

The other thing you might look at is something investment banks produce for their customers. A data surprise index. I am not sure if these are available in retail land - there's no reason they shouldn't be but the economic calendars online are very basic.
You’ll remember we talked about data not being good or bad of itself but good or bad relative to what was expected. These indices measure this difference.
If results are consistently better than analysts expect then you’ll see a positive number. If they are consistently worse than analysts expect a negative number. You can see they tend to swing from positive to negative.

Mean reversion at its best! Data surprise indices measure how much better or worse data came in vs forecast
There are many theories for this but in general people consider that analysts herd around the consensus. They are scared to be outliers and look ‘wrong’ or ‘stupid’ so they instead place estimates close to the pack of their peers.
When economic conditions change they may therefore be slow to update. When they are wrong consistently - say too bearish - they eventually flip the other way and become too bullish.
These charts can be interesting to give you an idea of how the recent data releases have been versus market expectations. You may try to spot the turning points in macroeconomic data that drive long term currency prices and trends.

Using recent events to predict future reactions

The market reaction function is the most important thing on an economic calendar in many ways. It means: what will happen to the price if the data is better or worse than the market expects?
That seems easy to answer but it is not.
Consider the example of consumer confidence we had earlier.
  • Many times the market will shrug and ignore it.
  • But when the economic recovery is predicated on a strong consumer it may move markets a lot.
Or consider the S&P index of US stocks (Wall Street).
  • If you get good economic data that beats analyst estimates surely it should go up? Well, sometimes that is certainly the case.
  • But good economic data might result in the US Central Bank raising interest rates. Raising interest rates will generally make the stock market go down!
So better than expected data could make the S&P go up (“the economy is great”) or down (“the Fed is more likely to raise rates”). It depends. The market can interpret the same data totally differently at different times.
One clue is to look at what happened to the price of risk assets at the last event.
For example, let’s say we looked at unemployment and it came in a lot worse than forecast last month. What happened to the S&P back then?

2% drop last time on a 'worse than expected' number ... so it it is 'better than expected' best guess is we rally 2% higher
So this tells us that - at least for our most recent event - the S&P moved 2% lower on a far worse than expected number. This gives us some guidance as to what it might do next time and the direction. Bad number = lower S&P. For a huge surprise 2% is the size of move we’d expect.
Again - this is a real limitation of online calendars. They should show next to the historic results (expected/actual) the reaction of various instruments.

Buy the rumour, sell the fact

A final example of an unpredictable reaction relates to the old rule of ‘Buy the rumour, sell the fact.’ This captures the tendency for markets to anticipate events and then reverse when they occur.

Buy the rumour, sell the fact
In short: people take profit and close their positions when what they expected to happen is confirmed.
So we have to decide which driver is most important to the market at any point in time. You obviously cannot ask every participant. The best way to do it is to look at what happened recently. Look at the price action during recent releases and you will get a feel for how much the market moves and in which direction.

Trimming or taking off positions

One thing to note is that events sometimes give smart participants information about positioning. This is because many traders take off or reduce positions ahead of big news events for risk management purposes.
Imagine we see GBPUSD rises in the hour before GDP release. That probably indicates the market is short and has taken off / flattened its positions.

The price action before an event can tell you about speculative positioning
If GDP is merely in line with expectations those same people are likely to add back their positions. They avoided a potential banana skin. This is why sometimes the market moves on an event that seemingly was bang on consensus.
But you have learned something. The speculative market is short and may prove vulnerable to a squeeze.

Two kinds of reversals

Fairly often you’ll see the market move in one direction on a release then turn around and go the other way.
These are known as reversals. Traders will often ‘fade’ a move, meaning bet against it and expect it to reverse.

Logical reversals

Sometimes this happens when the data looks good at first glance but the details don’t support it.
For example, say the headline is very bullish on German manufacturing numbers but then a minute later it becomes clear the company who releases the data has changed methodology or believes the number is driven by a one-off event. Or maybe the headline number is positive but buried in the detail there is a very negative revision to previous numbers.
Fading the initial spike is one way to trade news. Try looking at what the price action is one minute after the event and thirty minutes afterwards on historic releases.

Crazy reversals


Some reversals don't make sense
Sometimes a reversal happens for seemingly no fundamental reason. Say you get clearly positive news that is better than anyone expects. There are no caveats to the positive number. Yet the price briefly spikes up and then falls hard. What on earth?
This is a pure supply and demand thing. Even on bullish news the market cannot sustain a rally. The market is telling you it wants to sell this asset. Try not to get in its way.

Some key releases

As we have already discussed, different releases are important at different times. However, we’ll look at some consistently important ones in this final section.

Interest rates decisions

These can sometimes be unscheduled. However, normally the decisions are announced monthly. The exact process varies for each central bank. Typically there’s a headline decision e.g. maintain 0.75% rate.
You may also see “minutes” of the meeting in which the decision was reached and a vote tally e.g. 7 for maintain, 2 for lower rates. These are always top-tier data releases and have capacity to move the currency a lot.
A hawkish central bank (higher rates) will tend to move a currency higher whilst a dovish central bank (lower rates) will tend to move a currency lower.
A central banker speaking is always a big event

Non farm payrolls

These are released once per month. This is another top-tier release that will move all USD pairs as well as equities.
There are three numbers:
  • The headline number of jobs created (bigger is better)
  • The unemployment rate (smaller is better)
  • Average hourly earnings (depends)
Bear in mind these headline numbers are often off by around 75,000. If a report comes in +/- 25,000 of the forecast, that is probably a non event.
In general a positive response should move the USD higher but check recent price action.
Other countries each have their own unemployment data releases but this is the single most important release.

Surveys

There are various types of surveys: consumer confidence; house price expectations; purchasing managers index etc.
Each one basically asks a group of people if they expect to make more purchases or activity in their area of expertise to rise. There are so many we won’t go into each one here.
A really useful tool is the tradingeconomics.com economic indicators for each country. You can see all the major indicators and an explanation of each plus the historic results.

GDP

Gross Domestic Product is another big release. It is a measure of how much a country’s economy is growing.
In general the market focuses more on ‘advance’ GDP forecasts more than ‘final’ numbers, which are often released at the same time.
This is because the final figures are accurate but by the time they come around the market has already seen all the inputs. The advance figure tends to be less accurate but incorporates new information that the market may not have known before the release.
In general a strong GDP number is good for the domestic currency.

Inflation

Countries tend to release measures of inflation (increase in prices) each month. These releases are important mainly because they may influence the future decisions of the central bank, when setting the interest rate.
See the FX fundamentals section for more details.

Industrial data

Things like factory orders or or inventory levels. These can provide a leading indicator of the strength of the economy.
These numbers can be extremely volatile. This is because a one-off large order can drive the numbers well outside usual levels.
Pay careful attention to previous releases so you have a sense of how noisy each release is and what kind of moves might be expected.

Comments

Often there is really good stuff in the comments/replies. Check out 'squitstoomuch' for some excellent observations on why some news sources are noisy but early (think: Twitter, ZeroHedge). The Softbank story is a good recent example: was in ZeroHedge a day before the FT but the market moved on the FT. Also an interesting comment on mistakes, which definitely happen on breaking news, and can cause massive reversals.

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Reddit : Forex Trading For Beginners - Audusd Analysis In 60 sec

Reddit : Forex Trading For Beginners - Audusd Analysis In 60 sec
#forex_trading #forex_trading_strategies
https://www.youtube.com/watch?v=rNdBgsiWCEw
Forex Trade - Technical Analysis Audusd
Analysis Number 11
11 November 2020
......................................................................................................
. #Here_is_our_forex_analysis_on_this_pair,
Daily is a strong uptrend and the structure is all bullish. We will wait for the price to come back down to our zone then we will look for confirmations.
#Note_:_Read_Disclaimer_Below
........................................................................................................................
Don't Forget to #Like_and_Subscribe to our YouTube Channel so you wont miss any analysis. $30 NO DEPOSIT BONUS available ONLY to New Clients and Claim Yours Before the Promotion is Over. https://clicks.pipaffiliates.com/c?c=... .
.....................................................................................................
Forex trade entry will only be taken if all rules of our forex trading strategy will be met. At the moment we will monitor price action at the marked zone, Then we will look for an entry according to our forex trading analysis with proper Risk management, and with a good risk to reward ratio. You can keep this pair's forex trading analysis on your watchlist and monitor it. If your forex trading rules and your strategy align with the analysis made, only then you can decide to take your trades or not. Have a good forex trading day everyone. New to forex trading ?? If you don't have a forex trading account and would like to try forex trading, then follow the link below to open your forex trade account with a trusted broker.
Recommended Broker https://www.xm.com/referral?token=Luz... You don't have to use this broker, you can choose other brokers also if you find them. ...............................................................................................
Note : USE PROPER RISK MANAGEMENT.
: Use your own strategy and to reconfirm setups before taking any trades.
................................................................................................
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Disclaimer - Any information shared is intended for educational purposes only and does not give financial advice. Forex trading involves great risk of financial loss. Only trade with money that you are prepared to lose. Forex Trading For Beginners, we take no responsibility for money made or lost by you. You must make your own financial decisions yourself.
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Forex Trading For Beginners - Cadchf Forecast for Nov 16 - 20

Forex Trading For Beginners - Cadchf Forecast for Nov 16 - 20 Forex Trade - Technical Analysis Cadchf Analysis Number 1 15 November 2020
https://forextradingforbeginners101.blogspot.com/2020/11/forex-trading-for-beginners-cadchf_14.html
.......................................................................................................
#Here_is_our_forex_analysis_on_this_pair,
Currently Cadchf is on a bullish structure. We will monitor price action at the marked zone for any confirmations according to our rules to go long. #Note_:_Read_Disclaimer_Below ........................................................................................................................ Don't Forget to #Like_and_Subscribe to our YouTube Channel so you wont miss any analysis. $30 NO DEPOSIT BONUS available ONLY to New Clients and Claim Yours Before the Promotion is Over. https://clicks.pipaffiliates.com/c?c=... ...................................................................................................... Forex trade entry will only be taken if all rules of our forex trading strategy will be met. At the moment we will monitor price action at the marked zone, Then we will look for an entry according to our forex trading analysis with proper Risk management, and with a good risk to reward ratio. You can keep this pair's forex trading analysis on your watchlist and monitor it. If your forex trading rules and your strategy align with the analysis made, only then you can decide to take your trades or not. Have a good forex trading day everyone. New to forex trading ?? If you don't have a forex trading account and would like to try forex trading, then follow the link below to open your forex trade account with a trusted broker. Recommended Broker https://www.xm.com/referral?token=Luz... You don't have to use this broker, you can choose other brokers also if you find them. ............................................................................................... Note : USE PROPER RISK MANAGEMENT. : Use your own strategy and to reconfirm setups before taking any trades. ................................................................................................ Blog Site - https://forextradingforbeginners101.b... Telegram - https://t.me/fxlifestyletelegram Tradingview - https://www.tradingview.comlovelove Twitter - https://twitter.com/FxLifes30183986 Pinterest - https://www.pinterest.com/forexlifestyle Facebook Page - https://www.facebook.com/Fx-Lifestyle... Facebook Group - https://www.facebook.com/groups/64826... YouTube - https://youtube.com/channel/UC23pgPGP... ............................................................................. Recommended Broker https://www.xm.com/referral?token=Luz... ......................................................... @@ Next big crypto... mine before launch.. @@ The Story Of Pi - The First Digital Currency You Can Mine On Your Phone. Invitation Link Below https://minepi.com/Hunter30 Use the code "Hunter30" People can join through personal invitations only. ..................................................................................................................... #forex,#forex_trading,#beginner_trader,#beginners_guide_trading,#beginners_forex_guide,#forex_trading_for_beginners_course,#trading_for_beginners,#forex_trading_for_beginners_mt4,#forex_trading_strategies_for_beginners,#forex_trading,#daily_forex_forecast_for_beginners,#daily_forecast_for_beginners,#forex_trading_strategies,#forex_daily,#daily_forex_analysis,#Forex_strategies,#Analysis_today,#forex_trading_strategy,#trading_strategy_for_beginners,#forex_trading_metatrader_4#forex_trading_live,# #Forex_trading_for_beginners, #forex_trading_platforms, #forex_trading_strategies,#learn_forex_trading,#forex_for_beginners,#forex_trading_for_dummies,#forex_trading_training,#best_forex_brokers_for_beginners,#price_action,#forex_strategies,#scalping_strategy,#forex_indicators,#scalping_forex,#50_pips_a_day_forex_strategy,#price_action_strategy,#day_trading_and_swing_trading_the_currency_market,#price_action_forex,#forex_scalping_strategy,, #how_to_trade_forex, #how_to_trade_bitcoin, #how_to_trade_online, #how_to_trade_option, #how_to_trade_stocks, #how_to_trade_with_$100,#how_to_trade_forex_successfully. ....................................................................................................................... Disclaimer - Any information shared is intended for educational purposes only and does not give financial advice. Forex trading involves great risk of financial loss. Only trade with money that you are prepared to lose. Forex Trading For Beginners, we take no responsibility for money made or lost by you. You must make your own financial decisions yourself.
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Gbpusd Analysis/ Sniper Entry - Result - Profit Target hit #forex_tradin...

Gbpusd Analysis/ Sniper Entry - Result - Profit Target hit #forex_trading_strategy #forex_trading #forex_trading_strategies
WATCH VIDEO HERE
Forex Trade - Technical Analysis Recap
Gbpusd
12 November 2020
.......................................................................................................
#Here_is_our_recap_on_this_pair,
Total gain of 280 pips this week of gbpusd, once trade was entered gbpusd just kept its bullish moment and reached our profit target
. #Note_:_Read_Disclaimer_Below
........................................................................................................................
Don't Forget to #Like_and_Subscribe to our YouTube Channel so you wont miss any analysis. $30 NO DEPOSIT BONUS available ONLY to New Clients and Claim Yours Before the Promotion is Over. https://clicks.pipaffiliates.com/c?c=...
......................................................................................................
Forex trade entry will only be taken if all rules of our forex trading strategy will be met. At the moment we will monitor price action at the marked zone, Then we will look for an entry according to our forex trading analysis with proper Risk management, and with a good risk to reward ratio. You can keep this pair's forex trading analysis on your watchlist and monitor it. If your forex trading rules and your strategy align with the analysis made, only then you can decide to take your trades or not. Have a good forex trading day everyone. New to forex trading ?? If you don't have a forex trading account and would like to try forex trading, then follow the link below to open your forex trade account with a trusted broker. Recommended Broker https://www.xm.com/referral?token=Luz... You don't have to use this broker, you can choose other brokers also if you find them. ...............................................................................................
Note : USE PROPER RISK MANAGEMENT.
: Use your own strategy and to reconfirm setups before taking any trades. ................................................................................................
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@@ Next big crypto... mine before launch.. @@ The Story Of Pi - The First Digital Currency You Can Mine On Your Phone.
Invitation Link Below
https://minepi.com/Hunter30
Use the code "Hunter30" People can join through personal invitations only. ..................................................................................................................... #forex,#forex_trading,#beginner_trader,#beginners_guide_trading,#beginners_forex_guide,#forex_trading_for_beginners_course,#trading_for_beginners,#forex_trading_for_beginners_mt4,#forex_trading_strategies_for_beginners,#forex_trading,#daily_forex_forecast_for_beginners,#daily_forecast_for_beginners,#forex_trading_strategies,#forex_daily,#daily_forex_analysis,#Forex_strategies,#Analysis_today,#forex_trading_strategy,#trading_strategy_for_beginners,#forex_trading_metatrader_4#forex_trading_live,# #Forex_trading_for_beginners, #forex_trading_platforms, #forex_trading_strategies,#learn_forex_trading,#forex_for_beginners,#forex_trading_for_dummies,#forex_trading_training,#best_forex_brokers_for_beginners,#price_action,#forex_strategies,#scalping_strategy,#forex_indicators,#scalping_forex,#50_pips_a_day_forex_strategy,#price_action_strategy,#day_trading_and_swing_trading_the_currency_market,#price_action_forex,#forex_scalping_strategy,, #how_to_trade_forex, #how_to_trade_bitcoin, #how_to_trade_online, #how_to_trade_option, #how_to_trade_stocks, #how_to_trade_with_$100,#how_to_trade_forex_successfully. .......................................................................................................................
Disclaimer - Any information shared is intended for educational purposes only and does not give financial advice. Forex trading involves great risk of financial loss. Only trade with money that you are prepared to lose. Forex Trading For Beginners, we take no responsibility for money made or lost by you. You must make your own financial decisions yourself.
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Forex Trading For Beginners - Cadjpy 60 sec Analysis #forex_trading

Forex Trading For Beginners - Cadjpy 60 sec Analysis #forex_trading#forex_trading_strategies
https://www.youtube.com/watch?v=6T1DcYvm6VY
Forex Trade - Technical Analysis
Cadjpy
Analysis Number 12
11 November 2020
.......................................................................................................
#Here_is_our_forex_analysis_on_this_pair,
Weekly is a strong uptrend and daily structure has shift from bearish to bullish. We will be monitoring price action at the marked zone for any setup according to our strategy. #Note_:_Read_Disclaimer_Below
........................................................................................................................
Don't Forget to #Like_and_Subscribe to our YouTube Channel so you wont miss any analysis. $30 NO DEPOSIT BONUS available ONLY to New Clients and Claim Yours Before the Promotion is Over. https://clicks.pipaffiliates.com/c?c=...
......................................................................................................
Forex trade entry will only be taken if all rules of our forex trading strategy will be met. At the moment we will monitor price action at the marked zone, Then we will look for an entry according to our forex trading analysis with proper Risk management, and with a good risk to reward ratio. You can keep this pair's forex trading analysis on your watchlist and monitor it. If your forex trading rules and your strategy align with the analysis made, only then you can decide to take your trades or not. Have a good forex trading day everyone. New to forex trading ?? If you don't have a forex trading account and would like to try forex trading, then follow the link below to open your forex trade account with a trusted broker. Recommended Broker https://www.xm.com/referral?token=Luz... You don't have to use this broker, you can choose other brokers also if you find them. ...............................................................................................
Note : USE PROPER RISK MANAGEMENT.
: Use your own strategy and to reconfirm setups before taking any trades. ................................................................................................
Blog Site - https://forextradingforbeginners101.b...
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@@ Next big crypto... mine before launch.. @@ The Story Of Pi - The First Digital Currency You Can Mine On Your Phone.
Invitation Link Below
https://minepi.com/Hunter30
Use the code "Hunter30" People can join through personal invitations only. ..................................................................................................................... #forex,#forex_trading,#beginner_trader,#beginners_guide_trading,#beginners_forex_guide,#forex_trading_for_beginners_course,#trading_for_beginners,#forex_trading_for_beginners_mt4,#forex_trading_strategies_for_beginners,#forex_trading,#daily_forex_forecast_for_beginners,#daily_forecast_for_beginners,#forex_trading_strategies,#forex_daily,#daily_forex_analysis,#Forex_strategies,#Analysis_today,#forex_trading_strategy,#trading_strategy_for_beginners,#forex_trading_metatrader_4#forex_trading_live,# #Forex_trading_for_beginners, #forex_trading_platforms, #forex_trading_strategies,#learn_forex_trading,#forex_for_beginners,#forex_trading_for_dummies,#forex_trading_training,#best_forex_brokers_for_beginners,#price_action,#forex_strategies,#scalping_strategy,#forex_indicators,#scalping_forex,#50_pips_a_day_forex_strategy,#price_action_strategy,#day_trading_and_swing_trading_the_currency_market,#price_action_forex,#forex_scalping_strategy,, #how_to_trade_forex, #how_to_trade_bitcoin, #how_to_trade_online, #how_to_trade_option, #how_to_trade_stocks, #how_to_trade_with_$100,#how_to_trade_forex_successfully. .......................................................................................................................
Disclaimer - Any information shared is intended for educational purposes only and does not give financial advice. Forex trading involves great risk of financial loss. Only trade with money that you are prepared to lose. Forex Trading For Beginners, we take no responsibility for money made or lost by you. You must make your own financial decisions yourself.
submitted by technicalanalysis101 to u/technicalanalysis101 [link] [comments]

Nzdcad Analysis - After 22 days and 98 4hr Bars Got Triggered - Buy #forex_trading

#forex_trading_strategies
Watch Video Here
https://youtu.be/JIogpn0d9FY
Forex Trade - Technical Analysis
Gbpcad 11
November 2020
Previous Analysis https://youtu.be/lOpvwq53xQo ....................................................................................................... #Here_is_our_forex_analysis_on_this_pair, Pair did exactly as it was analyzed #Note_:_Read_Disclaimer_Below ........................................................................................................................ Don't Forget to #Like_and_Subscribe to our YouTube Channel so you wont miss any analysis. $30 NO DEPOSIT BONUS available ONLY to New Clients and Claim Yours Before the Promotion is Over. https://clicks.pipaffiliates.com/c?c=... ...................................................................................................... Forex trade entry will only be taken if all rules of our forex trading strategy will be met. At the moment we will monitor price action at the marked zone, Then we will look for an entry according to our forex trading analysis with proper Risk management, and with a good risk to reward ratio. You can keep this pair's forex trading analysis on your watchlist and monitor it. If your forex trading rules and your strategy align with the analysis made, only then you can decide to take your trades or not. Have a good forex trading day everyone. New to forex trading ?? If you don't have a forex trading account and would like to try forex trading, then follow the link below to open your forex trade account with a trusted broker. Recommended Broker https://www.xm.com/referral?token=Luz... You don't have to use this broker, you can choose other brokers also if you find them. ............................................................................................... Note : USE PROPER RISK MANAGEMENT. : Use your own strategy and to reconfirm setups before taking any trades. ................................................................................................ Blog Site - https://forextradingforbeginners101.b... Telegram - https://t.me/fxlifestyletelegram Tradingview - https://www.tradingview.comlovelove Twitter - https://twitter.com/FxLifes30183986 Pinterest - https://www.pinterest.com/forexlifestyle Facebook Page - https://www.facebook.com/Fx-Lifestyle... Facebook Group - https://www.facebook.com/groups/64826... YouTube - https://youtube.com/channel/UC23pgPGP... ............................................................................. Recommended Broker https://www.xm.com/referral?token=Luz... ......................................................... @@ Next big crypto... mine before launch.. @@ The Story Of Pi - The First Digital Currency You Can Mine On Your Phone. Invitation Link Below https://minepi.com/Hunter30 Use the code "Hunter30" People can join through personal invitations only. ..................................................................................................................... #forex,#forex_trading,#beginner_trader,#beginners_guide_trading,#beginners_forex_guide,#forex_trading_for_beginners_course,#trading_for_beginners,#forex_trading_for_beginners_mt4,#forex_trading_strategies_for_beginners,#forex_trading,#daily_forex_forecast_for_beginners,#daily_forecast_for_beginners,#forex_trading_strategies,#forex_daily,#daily_forex_analysis,#Forex_strategies,#Analysis_today,#forex_trading_strategy,#trading_strategy_for_beginners,#forex_trading_metatrader_4#forex_trading_live,# #Forex_trading_for_beginners, #forex_trading_platforms, #forex_trading_strategies,#learn_forex_trading,#forex_for_beginners,#forex_trading_for_dummies,#forex_trading_training,#best_forex_brokers_for_beginners,#price_action,#forex_strategies,#scalping_strategy,#forex_indicators,#scalping_forex,#50_pips_a_day_forex_strategy,#price_action_strategy,#day_trading_and_swing_trading_the_currency_market,#price_action_forex,#forex_scalping_strategy,, #how_to_trade_forex, #how_to_trade_bitcoin, #how_to_trade_online, #how_to_trade_option, #how_to_trade_stocks, #how_to_trade_with_$100,#how_to_trade_forex_successfully. ....................................................................................................................... Disclaimer - Any information shared is intended for educational purposes only and does not give financial advice. Forex trading involves great risk of financial loss. Only trade with money that you are prepared to lose. Forex Trading For Beginners, we take no responsibility for money made or lost by you. You must make your own financial decisions yourself.
submitted by technicalanalysis101 to u/technicalanalysis101 [link] [comments]

Your Pre Market Brief for 07/16/2020

Pre Market Brief for Thursday July 16th 2020

You can subscribe to the daily 4:00 AM Pre Market Brief on The Twitter Link Here . Alerts in the tweets will direct you to the daily 4:00 AM Pre Market Brief in this sub.
Updated as of 4:45 AM EST
-----------------------------------------------
Stock Futures:
Wednesday 07/15/2020 News and Markets Recap:
Thursday July 16th 2020 Economic Calendar (All times are in EST)
(JOBLESS CLAIMS TODAY)
News Heading into Thursday July 16th 2020:
NOTE: I USUALLY (TRY TO) POST MANY OF THE MOST PROMISING, DRAMATIC, OR BAD NEWS OVERNIGHT STORIES THAT ARE LIKELY IMPORTANT TO THE MEMBERS OF THIS SUB AT THE TOP OF THIS LIST. PLEASE DO NOT YOLO THE VARIOUS TICKERS WITHOUT DOING RESEARCH! THE TIME STAMPS ON THESE MAY BE LATER THAN OTHERS ON THE WEB.
Upcoming Earnings:
Commodities:
COVID-19 Stats and News:
Macro Considerations:
Most Recent SEC Filings
Other
-----------------------------------------------
Morning Research and Trading Prep Tool Kit
Other Useful Resources:
The Ultimate Quick Resource For the Amateur Trader.
Subscribe to This Brief and the daily 4:00 AM Pre Market Brief on The Twitter Link Here . Alerts in the tweets will direct you to the daily brief in this sub
submitted by Cicero1982 to pennystocks [link] [comments]

Summary of offers (total £100+) that require no deposit or spend (great for new members!)

I've noticed among the new members joining, people sometimes ask which offers they should do first, or which ones they could do when they don't have the £/€100 it takes to do many of the offers here. So I hope this little summary of no-spend offers will be helpful to you!
You can make ~£107 with the offers below without spending anything (up to £216 if you do the extra tasks). Notice I included some cryptocurrency offers - don't be afraid of these; they carry pretty much zero risk as you don't need to deposit anything (=buy crypto) - you only need to convert the cryptocurrency bonus back into £/€. If you need help with this, feel free to message me.
I also mention Revolut below, which is a popular online "bank" account. My app is currently not showing any promotions for new users, but perhaps someone else has a referral link for you that will make you some cash!

Swissborg: ~$65
A Swiss fintech focusing on crypto wealth management. You earn CHSB (their token) by collecting badges for doing simple tasks in the app. You can get 600 CHSB (~$65) without much effort, and if you can invite 20 people, you can get up to 1750 CHSB ($190). Please check the current CHSB exchange rate as the token's value may fluctuate.
  1. Download the app.
  2. Register for an account (use my referral code ETTVC6Q and we both get 3,000 points). Tip: the code will get you started with 3,000 points - make your first forecast with 1,000 points and you'll get your first badge :) [don't use a code for no bonus]
  3. Collect badges and earn!
  4. In order to redeem the prizes, you'll need to download their Wealth app and verify ID. The rewards should be redeemable in Q3 2020, once the competition ends (by September).
Detailed post about Swissborg (the token value might have changed since)

Bitwala: €15
A German bank account with integrated crypto services.
  1. Sign up with my link (non-ref-link, no bonus) and verify your identity. (Prepare your passport and a printed proof of address (e.g. bank statement). If no-one picks up for more than a few mins, hang up & try again)
  2. Create a bitcoin wallet in your account.
  3. €15 will be credited to your account within 15 business days. You can withdraw it right after you receive it.
Detailed post about Bitwala

Morpher: ~$15
An upcoming Austrian platform for trading stocks, crypto, and forex.
  1. Sign up via my referral link (non-ref link - no bonus)
  2. Verify your identity.
  3. Get 500 Morpher tokens (estimated value $15) when you get invited to the app and withdrawals are enabled (this should be soon)
Detailed post about Morpher

Quidco: £10
A popular UK cashback site.
  1. Sign up with my referral link (non-ref link - no bonus)
  2. Your bonus will be credited once you reach £5 in confirmed cashback - browse the Free Cashback section for no-spend offers!

Topcashback: £5
Another UK cashback site.
  1. Sign up with my referral link (non-ref link - no bonus)
  2. Your bonus will be credited once you reach £10 in confirmed cashback. Again, you could browse the no-spend offers, or buy something from a store where you'd shop anyways!

Curve: £5
A debit card to which you add your existing cards, and then you only have to carry the Curve card and choose which underlying card to pay with in the app.
  1. Download the app using this link (use code D8XMLG5E when signing up. No code, no bonus.)
  2. Order a free card (=Curve Blue).
  3. When it arrives, link a card you already own to your new Curve card.
  4. Make a first transaction with the Curve card (this can either be a regular in-store/online purchase, but people have successfully gotten the bonus just by linking the Curve card to their Paypal account or by connecting it to Google Pay/Apple Pay - so you don't have to spend anything. There's also no minimum spend requirement.) Note: you must make your first transaction within 7 days from signing up!
  5. £5 will be added to your Curve Cash card. You can spend it immediately. You can also send it to your Revolut - set up a payment link in Revolut, and pay it using the Curve card, with Curve Cash set as the underlying card.
Detailed post about Curve

Bitpanda: €5+
A reputable Austrian cryptocurrency exchange.
  1. Sign up using my link (non-ref link - no bonus)
  2. Verify your identity.
  3. Complete the beginner quiz and receive €5 in BEST (the Bitpanda token).
  4. Bonus: you can get an extra €10 if you're willing to deposit €25 and complete your first crypto trade of at least €25. The bonus will be credited instantly. Tip: buy BEST for €25, and then sell all BEST including the €5 bonus.
Note: you can withdraw the bonuses right after you receive them, but the minimum withdrawal and deposit amount is €/£25, so you can either deposit €/£25, get the extra €10, and withdraw everything back, or - if you don't want to deposit anything - you can transfer the BEST bonus to another crypto exchange or wallet. Up to you :)
Detailed post about Bitpanda

Zelf: €5
An upcoming service where you can do banking in your favorite messenger app (Messenger, Whatsapp, etc).
  1. Sign up using my link and finish the registration in your favorite messaging platform. (non-ref-link, no bonus)
  2. Get €5 when they launch. Everybody in France and Spain should get their cards by the end of June and the rest of Europe by September.
Detailed post about Zelf
Let me know if you need help with any of these!
submitted by One_Refrigerator to beermoneyuk [link] [comments]

Summary of offers (total £70) that require no deposit or spend (great for new members!)

I've noticed among the new members joining lately, people sometimes ask which offers they should do first, or which ones they could do when they don't have the £/€100 it takes to do many of the offers here. So I hope this little summary of no-spend offers will be helpful to you!
You can make £70 with the offers below without spending anything (up to £100 or even more if you include the "bonus" tasks). Notice I included some cryptocurrency offers - don't be afraid of these; they carry pretty much zero risk as you don't need to deposit anything (=buy crypto) - you only need to convert the cryptocurrency bonus back into £/€. If you need help with this, feel free to message me.
I also mention Revolut below, which is a popular online "bank" account. Sadly my app is currently not showing any promotions for new users, but perhaps someone else has a referral link for you that will make you some cash!

Swissborg ($17+) (edit: this is now worth at least $50 as of 10 June, the token's value has gone up)
A Swiss fintech focusing on crypto wealth management. You earn CHSB (their token) by collecting badges for doing simple tasks in the app
  1. Download the app.
  2. Register for an account (use my referral code ETTVC6Q and we both get 3,000 points). Tip: the code will get you started with 3,000 points - make your first forecast with 1,000 points and you'll get your first badge :) \don't use a code for no bonus])
  3. Collect badges and earn!
  4. In order to redeem the prizes, you'll need to download their Wealth app. The rewards should be redeemable starting in June. The app is already available for download; get it, pass KYC and you'll be ready to receive your rewards.
Bonus: if you can refer up to 20 people, you'll get $50 in total. ($150+ as of 10 June)
Detailed post about Swissborg

Bitwala - €15
A German bank account with integrated crypto services.
  1. Sign up with my link (non-ref-link, no bonus) and verify your identity. (Prepare your passport and a printed proof of address (e.g. bank statement). If no-one picks up for more than a few mins, hang up & try again)
  2. Create a bitcoin wallet in your account.
  3. €15 will be credited to your account within 15 business days. You can withdraw it right after you receive it.
Detailed post about Bitwala

Morpher - $15
An upcoming Austrian platform for trading stocks, crypto, and forex.
  1. Sign up via my referral link (non-ref link - no bonus)
  2. Verify your identity.
  3. Get $15 when they launch (June)
Detailed post about Morpher

Quidco - £10
A UK cashback site.
  1. Sign up with my referral link (non-ref link - no bonus)
  2. Your bonus will be credited once you reach £5 in confirmed cashback - browse the Free Cashback section for no-spend offers, or search for "MyHeritage," you could get £5.20 for doing a free trial (just make sure to cancel on time).

Topcashback - £5
Another UK cashback site.
  1. Sign up with my referral link (non-ref link - no bonus)
  2. Your bonus will be credited once you reach £10 in confirmed cashback. Again, you could browse the no-spend offers, or buy something from a store where you'd shop anyways!

Curve - £5
A debit card to which you add your existing cards, and then you only have to carry the Curve card and choose which underlying card to pay with in the app.
  1. Download the app using this link (use code D8XMLG5E when signing up. No code, no bonus.)
  2. Order a free card (=Curve Blue).
  3. When it arrives, link a card you already own to your new Curve card.
  4. Make a first transaction with the Curve card (you can try to top up your Revolut account and therefore not spend anything extra, but you can also just make a regular purchase, however small, if Revolut doesn't work)
  5. £5 will be added to your Curve Cash card. To withdraw it, set up a payment link in Revolut, and pay it using the Curve card, with Curve Cash set as the underlying card.

Bitpanda - €5+
A reputable Austrian cryptocurrency exchange.
  1. Sign up using my link (non-ref link - no bonus)
  2. Verify your identity.
  3. Complete the beginner quiz and receive €5 in BEST (the Bitpanda token).
  4. Bonus: you can get an extra €10 if you're willing to deposit €25 and complete your first crypto trade of at least €25. The bonus will be credited instantly. Tip: buy BEST for €25, and then sell all BEST including the €5 bonus.
Note: you can withdraw the bonuses right after you receive them, but the minimum withdrawal and deposit amount is €/£25, so you can either deposit €/£25, get the extra €10, and withdraw everything back, or - if you don't want to deposit anything - you can transfer the BEST bonus to another crypto exchange or wallet. Up to you :)
Detailed post about Bitpanda

Zelf - €5
An upcoming service where you can do banking in your favorite messenger app (Messenger, Whatsapp, etc).
  1. Sign up using my link and finish the registration in your favorite messaging platform. (non-ref-link, no bonus)
  2. Get €5 when they launch. For the UK the launch is scheduled to October. (launch update)
Detailed post about Zelf
Feel free to message me if you need help with these, or search this sub for the name of the offer for detailed posts with people's reactions etc.
submitted by One_Refrigerator to beermoneyuk [link] [comments]

Immediate Aftermath : The more data we collect and analyze, the clearer the picture becomes.

This is the updated first part of the list that has recorded the notable events as the world deals with the COVID-19 pandemic. [2nd Part] ― The LINKS to events and sources are placed throughout the timeline.
------------------------
The More Data We Collect and Analyze, the Clearer the Picture Becomes.
Someone threw a stone in a pond a long way away. And we're only just feeling the ripples. — Fukuhara from Giri/Haji, Netflix series
------------------------
On Jan 30, Italian PM announced that Italy had blocked all flights to and from China. While Italy has banned people from air-travelling to China, however according to IATA data, there's no measurement implemented for air-travellers from China into Italy till the Mar 07. Especially for Chinese people who have EU passports.
On Jan 31, the US announced the category-I travel restrictions, barring all foreigners who have been in China for the past 14 days, with measures including the refusal of visas and mandatory quarantine.
• "Because the US focused on China and didn't expect the infected people's entry from Europe and the Middle East, the Maginot Line was breached from behind. And so little of credible data at the beginning made the US government to miscalculate its strategic response to the virus." — Dr. Zhang Lun, currently a visiting scholar at Harvard (economics & sociology), during the interview with ICPC on Mar 29.
Also on Jan 31, the WHO changed its tune and declared the coronavirus outbreak a Global Public Health Emergency of international concern (PHEIC).
Decisions on a PHEIC always involve politics .... West African countries discouraged a declaration in 2014 after they were hit by the largest Ebola virus outbreak on record, mainly because of concern about the economic impact.
------------------------
On Feb 02, regarding the US category-I travel restrictions, Kamala Harris, the former Democratic presidential candidate, declared on Twitter:
Since 2017, Trump’s travel bans have never been rooted in national security—they’re about discriminating against people of color. They are, without a doubt, rooted in anti-immigrant, white supremacist ideologies. This travel ban is no different.
On Feb 03, criticizing Trump for his travel restrictions continues. Chinese foreign ministry spokeswoman Hua Chunying (华春莹), a Peking University professors James Liang (梁建章), New York Times, the Nation, OBSERVER, the Boston Globe, Yahoo, and Daily Kos were saying,
it's a "panicky" decision and "racist" or it's "cruel and callous," he's stoking fear for political gains, and the president is "inappropriately overreacting." And professors Liang even said the US ban "will hurt goodwill and cooperation [with China] in the future." [1] [2] [3] [4] [5] [6] [7] [8] [9]
Also on Feb 03, Mr. Tedros of the WHO said there's no need for travel ban measure that "unnecessarily interfere with international travel and trade" trying to halt the spread of the virus.
China's delegate took the floor ... and denounced measures by "some countries" that have denied entry to people holding passports issued in Hubei province - at the centre of the outbreak - and to deny visas and cancel flights.
Also on Feb 03, China is expected to gradually implement a larger stimulus packages (in total) than a USD $572 billion from 2008. — We'd never find out but my guess is that the fund will probably go to Shanghai clique.
On Feb 04, The FDA has given emergency authorization to a new test kit by the CDC that promises to help public health labs meet a potential surge in cases.
The speed ... pushing through a new diagnostic test shows just how seriously they’re taking the potentially pandemic threat of 2019-nCoV. It’s also a sign that the world is starting to learn how to deal with an onslaught of new pathogens.
Also on Feb 04, the Wuhan Institute of Virology and China's Academy of Military Medical Sciences (AMMS, Chief Chen Wei belongs to) have jointly applied to patent the use of Remdesivir. Scientists from both institutes said in a paper published in Nature’s Cell Research that they found both Remdesivir and Chloroquine to be an effective way to inhibit the coronavirus.
On Feb 06, Jamestown Foundation, a Washington-based research & analysis unit, noted that with State Council of PRC praising his performance of containing the pandemic situation, the council expanded Li Keqiang's political control over Politburo Standing Committee of CCP. (Li Keqiang = Communist Youth League = Shanghai clique)
Also, on Feb 06, as the US evacuation planes leave China, the wave of the US evacuees have arrived who are met by the CDC personnel at the quarantine sites for screening, and those who were suspected of infection will be placed under quarantine for 14 days.
Also, on Feb 06, a CDC-developed lab test kit to detect the new coronavirus began shipping to qualified US laboratories and international ones. — However, on Feb 12, the CDC said some of the testing kits have flaws and do not work properly. The CDC finally ended up shipping the working test kits for mass testings on Feb 27. This was three weeks later than originally planned.
On Feb 07, China National Petroleum has recently declared Force Majeure on gas imports. They are trying to create a breathing room for their foreign exchange reserves shortage. China's foreign exchange reserves fell to mere USD $3.1 trillion in Oct. 2019.
On the same day, Bloomberg reported that PetroChina has directed employees in 20 countries to buy N95 face masks and send them home in China. The goal is to get 2 million masks shipped back. You can also find YouTube videos that show Overseas Chinese are scouring the masks at the Home Depot to ship them to China (the video in Korean). Also Chris Smith is pissed.
On Feb 09, Trump renews his national emergency on its southern border, and Elizabeth Goitein from the Brennan Center for Justice, published an opinion article on New York Times titled "Trump Has Abused This Power. And He Will Again if He’s Not Stopped."
On Feb 10, Dr. Tedros said that an advance three-person team of the WHO arrived in Beijing for a joint mission to discuss with Chinese officials the agenda and questions. Then, the joint mission of about 10 international experts will soon follow, he said. — Those WHO experts ended up visiting Chinese epicentre for the first time on Feb 24.
On Feb 12, the US targets Russian oil company for helping Venezuela skirt sanctions. The US admin seemingly tried to secure leverage against Russia after noticing something suspicious was up.
On the same day, Trump told Reuters "I hope this outbreak or this event (for the US) may be over in something like April." — Dr. Zhong Nanshan (钟南山), China's top tier SARS-hero doctor, also said "the peak of the virus (for China) should come in mid to late February, followed by a plateau or decrease," adding that his forecast was based on on mathematical modelling and data from recent events and government action.
On Feb 13, Tom Frieden who is a former US CDC chief and currently the head of public health nonprofit Resolve to Save Lives, said:
As countries are trying to develop their own control strategies, they are looking for evidence of whether the situation in China is getting worse or better. [But] We still don't have very basic information. [since the WHO just entered China] We hope that information will be coming out.
On the same day, the CDC reports that the 15th case in the US was confirmed. The patient was a part of group who were under a federal quarantine order at the JBSA-Lackland base because of a recent trip to Hubei Province, China.
By Feb 13, China hasn't accepted the US CDC's offer to send top experts, and they haven't released the "disaggregated" data (specific figures broken out from the overall numbers) even though repeatedly been asked.
On Feb 14, CCP's United Front posted an article on its official website, saying (Eng. text by Google Translation):
Fast! There is no time difference to raise urgently needed materials! Some Overseas Chinese have used their professions in the field of medicine in order to purchase relevant materials Hubei province in short of supply (to send them to China). .... Some Overseas Chinese took advantage of the connection resources, opened green transportation channels through our embassies and consulates abroad, and their related enterprises, and quickly sent large quantities of medical supplies (to China), making this love relay link and cooperation seamless.
On Feb 18, Reuters reports that 3M is on the list of firms eligible for China loans to ease coronavirus crisis.
There is no indication from the list that loans offered will necessarily be sought, or that such firms are in any financial need. The Bank of Shanghai told Reuters it will lend 5.5 billion yuan ($786 million) to 57 firms on its list.
On Feb 21, Xi Jinping writes a thank-you letter to Bill Gates for his foundation’s support to China regarding COVID-19 outbreak.
On Feb 24, China was rumoured on Twitter to delay the phase one trade deal implementation indefinitely which includes the increase of China's purchasing American products & services by at least $200 billion over the next two years.
Also on Feb 24, S&P 500 Index started to drop. Opened with 3225.9 and closed 3128.2. By the Mar 23, it dropped to 2208.9.
Also on Feb 24, China's National Health Commission says the WHO experts have visited Wuhan city for the first time, the locked-down central Chinese city at the epicentre, inspecting two hospitals and a makeshift one at a sports centre.
On Feb 26, IF the picture that has been circulated on Twitter were real, then chief Chen Wei and her team have developed the first batch of COVID-19 vaccine within time frame of a month.
On the same day, the CDC's latest figures displays 59 people in the US who have tested positive for COVID-19.
Also on Feb 26, the Washington Post published an article that says:
.... the WHO said it has repeatedly asked Chinese officials for "disaggregated" data — meaning specific figures broken out from the overall numbers — that could shed light on hospital transmission and help assess the level of risk front-line workers face. "We received disaggregated information at intervals, though not details about health care workers," said Tarik Jasarevic of the WHO. — The comment, in an email on Feb 22 to the Post, was one of the first instances that the WHO had directly addressed shortcomings in China's reporting or handling of the coronavirus crisis.
On Feb 27, after missteps, the CDC says its test kit is ready and the US started to expand testing.
On Feb 28, China transferred more than 80,000 Uighurs to factories used by global brands such as Apple, Nike, & Volkswagen & among others.
Also on Feb 28, the WHO published the official report of the WHO-China joint mission on coronavirus disease 2019. (PDF)
On Feb 29, quoting Caixin media's investigation published on the same day, Lianhe Zaobao, the largest Singapore-based Chinese-language newspaper, published an article reporting the following:
Dr. Li Wenliang said in the interview with Caixin media; [in Dec 2019] another doctor (later turned out to be Dr. Ai Fen) examined and tried to treat a patient who exhibited SARS-like symptoms which akin to influenza resistant to conventional treatment methods. And "the family members who took care of her (the patient) that night also had a fever, and her other daughter also had a fever. This is obviously from person to person" Dr. Li said in the interview."
------------------------
On Mar 01, China's State Council super tighten up their already draconian internet law.
On the same day, Princelings published an propaganda called "A Battle Against Epidemic: China Combating COVID-19 in 2020" which compiles numerous state media accounts on the heroic leadership of Xi Jinping, the vital role of the Communist Party, and the superiority of the Chinese system in fighting the virus.
Starting on Mar 03, the US Fed has taken two significant measures to provide monetary stimulus. It's going to be no use as if a group of people with serious means are manipulating the markets to make sure MM will have liquidity concerns when they need it most.
On Mar 04, Xinhua News, China's official state-run press agency posted an article "Be bold: the world should thank China" which states that
If China retaliates against the US at this time, it will also announce strategic control over medical products, and ban exports of said products to the US. ... If China declares today that its drugs are for domestic use only, the US will fall into the hell of new coronavirus epidemic.
On Mar 05, Shanghai Index has recovered the coronavirus loss almost completely.
On Mar 07, Saudi's Ahmed bin Abdulaziz and Muhammad bin Nayef were arrested on the claims of plotting to overthrow King Salman. — Ahmed bin Abdulaziz is known to have very tight investment-interest relationship with Bill Gates, Bill Browder, Blackstone, & BlackRock: One common factor that connects these people is China.
On Mar 08, the Russia–Saudi oil price war has begun. The ostensible reason was simple: China, the biggest importer of oil from Saudi and Russia, was turning back tankers while claiming that the outbreak forced its economy to a standstill.
On Mar 10, the Washington Post published the article saying that the trade group for manufacturers of personal protective equipment urged in 2009 "immediate action" to restock the national stockpile including N95 masks, but it hasn't been replenished since.
On Mar 11, the gentleman at the WHO declares the coronavirus outbreak a "Global Pandemic." He called on governments to change the course of the outbreak by taking "urgent and aggressive action." This was a full twelve days after the organization published the official report regarding the situation in China.
On Mar 13, the US admin declared a National Emergency and announced the plan to release $50 billion in federal resources amid COVID-19.
Also on Mar 13, China's Ministry of Commerce states that China is now the best region for global investment hedging.
On Mar 15, Business Insider reports that Trump tried to poach German scientists working on a coronavirus vaccine and offered cash so it would be exclusive to the US. The problem is the official CureVac (the German company) twitter account, on Mar 16, 2020, tweeted the following:
To make it clear again on coronavirus: CureVac has not received from the US government or related entities an offer before, during and since the Task Force meeting in the White House on March 2. CureVac rejects all allegations from press.
On Mar 16, the fan club of European globalists has published a piece titled, "China and Coronavirus: From Home-Made Disaster to Global Mega-Opportunity." The piece says:
The Chinese method is the only method that has proved successful [in fighting the virus], is a message spread online in China by influencers, including many essentially promoting propaganda. ... it is certainly a message that seems to be resonating with opinion leaders around the world.
On the same day, unlike China that had one epicentre, Wuhan city, the US now overtakes China with most cases reporting multiple epicentres simultaneously.
Also on Mar 16, the US stocks ended sharply lower with the Dow posting its worst point drop in history. But some showed a faint hint of uncertain hope.
On Mar 17, according to an article on Chinese version of Quora, Zhihu, chief Chen Wei and her team with CanSino Biologics officially initiated a Phase-1 clinical trial for COVID-19 vaccine at the Wuhan lab, Hubei China, which Bloomberg News confirmed. — Click HERE, then set its time period as 1 year, and see when the graph has started to move up.
Also on Mar 17, China's state media, China Global TV Network (CGTN), has produced YouTube videos for Middle Eastern audiences to spread the opinion that the US has engineered COVID-19 events.
Also on Mar 17, Al Jazeera reported that the US President has been criticized for repeatedly referring to the coronavirus as the "Chinese Virus" as critics saying Trump is "fueling bigotry."
• China's Xinhua News tweeted "Racism is not the right tool to cover your own incompetence."
• Tucker Carlson asked: "Why would America's media take China's side amid coronavirus pandemic?"
• Also, Mr. Bill Gates: "We should not call this the Chinese virus."
On Mar 19, for the first time, China reports zero local infections.
Also on Mar 19, Al Jazeera published an analysis report, titled "Coronavirus erodes Trump's re-election prospects."
On Mar 22, Bloomberg reports that China's mobile carriers lost 21 million users during this pandemic event. It's said to be the first net decline since starting to report monthly data in 2000.
On Mar 26, EURACTV reports that China cashes in off coronavirus, selling Spain $466 million in supplies. However, Spain returns 9,000 "quick result" test kits to China, because they were deemed substandard. — Especially the sensibility of the test was around 30 percent, when it should be higher than 80 percent.
------------------------
On Apr 03, Germany and other governments are bolstering corporate defenses to address worries that coronavirus-weakened companies could be easy prey for bargain hunting by China's state owned businesses.
On Apr 05, New York Times says "Trump Again Promotes Use of Unproven Anti-Malaria Drug (hydroxychloroquine)."
On Apr 06, a Democratic State Rep. Karen Whitsett from Detroit credits hydroxychloroquine and President Trump for "saving her in her battle with the coronavirus."
On Apr 07, the US CDC removed the following part from its website.
Although optimal dosing and duration of hydroxychloroquine for treatment of COVID-19 are unknown, some U.S. clinicians have reported anecdotally different hydroxychloroquine dosing such as: 400mg BID on day one, then daily for 5 days; 400 mg BID on day one, then 200mg BID for 4 days; 600 mg BID on day one, then 400mg daily on days 2-5.
------------------------
☞ If there were ever a time for people not to be partisan and tribal, the time has come: We need to be ever vigilant and attentive to all kinds of disinformation & misinformation to see it better as well as to be sharp in our lives. — We really do need to come together.
☞ At first, I was going to draw up a conspiracy theory-oriented list focused on Team-Z, especially Mr. Gates. However, although it's nothing new tbh, recently many chats and discussions seem overflowing with disinformation & misinformation which is, in my opinion, particularly painful at a time like this. Hence, this post became a vanilla list that's just recorded the notable events. — We all are subject to misinformation, miscalculation, and misjudgment. But the clearer the picture becomes the better we can identify Funkspiel.
------------------------
Immediate Aftermath pt.2.a
------------------------
Feasible Timeline of the Operation
------------------------
☞ Go Back to the Short Story.
----
submitted by vanillabluesea to conspiracy [link] [comments]

Your AM Global Stocks Preview and a whole lot more news that you need to read: Global stocks are dropping following economic contraction in two of the world’s largest economies

US Stocks


Stocks Trending in the News

Click name for Q-Factor breakdown, latest price details, more financial info and sentiment data.

European Stocks


Asian Stocks


submitted by QuantalyticsResearch to stocks [link] [comments]

Your PM US Stocks and a whole lot more news that you need to read: US stocks close lower, pare earlier losses on Brexit progress

US Markets End of Day Snapshot


Stocks Trending in the News

Click name for Q-Factor rating and financials data.

US Treasuries


Currencies


Commodities


submitted by QuantalyticsResearch to stocks [link] [comments]

Subreddit Stats: cs7646_fall2017 top posts from 2017-08-23 to 2017-12-10 22:43 PDT

Period: 108.98 days
Submissions Comments
Total 999 10425
Rate (per day) 9.17 95.73
Unique Redditors 361 695
Combined Score 4162 17424

Top Submitters' Top Submissions

  1. 296 points, 24 submissions: tuckerbalch
    1. Project 2 Megathread (optimize_something) (33 points, 475 comments)
    2. project 3 megathread (assess_learners) (27 points, 1130 comments)
    3. For online students: Participation check #2 (23 points, 47 comments)
    4. ML / Data Scientist internship and full time job opportunities (20 points, 36 comments)
    5. Advance information on Project 3 (19 points, 22 comments)
    6. participation check #3 (19 points, 29 comments)
    7. manual_strategy project megathread (17 points, 825 comments)
    8. project 4 megathread (defeat_learners) (15 points, 209 comments)
    9. project 5 megathread (marketsim) (15 points, 484 comments)
    10. QLearning Robot project megathread (12 points, 691 comments)
  2. 278 points, 17 submissions: davebyrd
    1. A little more on Pandas indexing/slicing ([] vs ix vs iloc vs loc) and numpy shapes (37 points, 10 comments)
    2. Project 1 Megathread (assess_portfolio) (34 points, 466 comments)
    3. marketsim grades are up (25 points, 28 comments)
    4. Midterm stats (24 points, 32 comments)
    5. Welcome to CS 7646 MLT! (23 points, 132 comments)
    6. How to interact with TAs, discuss grades, performance, request exceptions... (18 points, 31 comments)
    7. assess_portfolio grades have been released (18 points, 34 comments)
    8. Midterm grades posted to T-Square (15 points, 30 comments)
    9. Removed posts (15 points, 2 comments)
    10. assess_portfolio IMPORTANT README: about sample frequency (13 points, 26 comments)
  3. 118 points, 17 submissions: yokh_cs7646
    1. Exam 2 Information (39 points, 40 comments)
    2. Reformat Assignment Pages? (14 points, 2 comments)
    3. What did the real-life Michael Burry have to say? (13 points, 2 comments)
    4. PSA: Read the Rubric carefully and ahead-of-time (8 points, 15 comments)
    5. How do I know that I'm correct and not just lucky? (7 points, 31 comments)
    6. ML Papers and News (7 points, 5 comments)
    7. What are "question pools"? (6 points, 4 comments)
    8. Explanation of "Regression" (5 points, 5 comments)
    9. GT Github taking FOREVER to push to..? (4 points, 14 comments)
    10. Dead links on the course wiki (3 points, 2 comments)
  4. 67 points, 13 submissions: harshsikka123
    1. To all those struggling, some words of courage! (20 points, 18 comments)
    2. Just got locked out of my apartment, am submitting from a stairwell (19 points, 12 comments)
    3. Thoroughly enjoying the lectures, some of the best I've seen! (13 points, 13 comments)
    4. Just for reference, how long did Assignment 1 take you all to implement? (3 points, 31 comments)
    5. Grade_Learners Taking about 7 seconds on Buffet vs 5 on Local, is this acceptable if all tests are passing? (2 points, 2 comments)
    6. Is anyone running into the Runtime Error, Invalid DISPLAY variable when trying to save the figures as pdfs to the Buffet servers? (2 points, 9 comments)
    7. Still not seeing an ML4T onboarding test on ProctorTrack (2 points, 10 comments)
    8. Any news on when Optimize_Something grades will be released? (1 point, 1 comment)
    9. Baglearner RMSE and leaf size? (1 point, 2 comments)
    10. My results are oh so slightly off, any thoughts? (1 point, 11 comments)
  5. 63 points, 10 submissions: htrajan
    1. Sample test case: missing data (22 points, 36 comments)
    2. Optimize_something test cases (13 points, 22 comments)
    3. Met Burt Malkiel today (6 points, 1 comment)
    4. Heads up: Dataframe.std != np.std (5 points, 5 comments)
    5. optimize_something: graph (5 points, 29 comments)
    6. Schedule still reflecting shortened summer timeframe? (4 points, 3 comments)
    7. Quick clarification about InsaneLearner (3 points, 8 comments)
    8. Test cases using rfr? (3 points, 5 comments)
    9. Input format of rfr (2 points, 1 comment)
    10. [Shameless recruiting post] Wealthfront is hiring! (0 points, 9 comments)
  6. 62 points, 7 submissions: swamijay
    1. defeat_learner test case (34 points, 38 comments)
    2. Project 3 test cases (15 points, 27 comments)
    3. Defeat_Learner - related questions (6 points, 9 comments)
    4. Options risk/reward (2 points, 0 comments)
    5. manual strategy - you must remain in the position for 21 trading days. (2 points, 9 comments)
    6. standardizing values (2 points, 0 comments)
    7. technical indicators - period for moving averages, or anything that looks past n days (1 point, 3 comments)
  7. 61 points, 9 submissions: gatech-raleighite
    1. Protip: Better reddit search (22 points, 9 comments)
    2. Helpful numpy array cheat sheet (16 points, 10 comments)
    3. In your experience Professor, Mr. Byrd, which strategy is "best" for trading ? (12 points, 10 comments)
    4. Industrial strength or mature versions of the assignments ? (4 points, 2 comments)
    5. What is the correct (faster) way of doing this bit of pandas code (updating multiple slice values) (2 points, 10 comments)
    6. What is the correct (pythonesque?) way to select 60% of rows ? (2 points, 11 comments)
    7. How to get adjusted close price for funds not publicly traded (TSP) ? (1 point, 2 comments)
    8. Is there a way to only test one or 2 of the learners using grade_learners.py ? (1 point, 10 comments)
    9. OMS CS Digital Career Seminar Series - Scott Leitstein recording available online? (1 point, 4 comments)
  8. 60 points, 2 submissions: reyallan
    1. [Project Questions] Unit Tests for assess_portfolio assignment (58 points, 52 comments)
    2. Financial data, technical indicators and live trading (2 points, 8 comments)
  9. 59 points, 12 submissions: dyllll
    1. Please upvote helpful posts and other advice. (26 points, 1 comment)
    2. Books to further study in trading with machine learning? (14 points, 9 comments)
    3. Is Q-Learning the best reinforcement learning method for stock trading? (4 points, 4 comments)
    4. Any way to download the lessons? (3 points, 4 comments)
    5. Can a TA please contact me? (2 points, 7 comments)
    6. Is the vectorization code from the youtube video available to us? (2 points, 2 comments)
    7. Position of webcam (2 points, 15 comments)
    8. Question about assignment one (2 points, 5 comments)
    9. Are udacity quizzes recorded? (1 point, 2 comments)
    10. Does normalization of indicators matter in a Q-Learner? (1 point, 7 comments)
  10. 56 points, 2 submissions: jan-laszlo
    1. Proper git workflow (43 points, 19 comments)
    2. Adding you SSH key for password-less access to remote hosts (13 points, 7 comments)
  11. 53 points, 1 submission: agifft3_omscs
    1. [Project Questions] Unit Tests for optimize_something assignment (53 points, 94 comments)
  12. 50 points, 16 submissions: BNielson
    1. Regression Trees (7 points, 9 comments)
    2. Two Interpretations of RFR are leading to two different possible Sharpe Ratios -- Need Instructor clarification ASAP (5 points, 3 comments)
    3. PYTHONPATH=../:. python grade_analysis.py (4 points, 7 comments)
    4. Running on Windows and PyCharm (4 points, 4 comments)
    5. Studying for the midterm: python questions (4 points, 0 comments)
    6. Assess Learners Grader (3 points, 2 comments)
    7. Manual Strategy Grade (3 points, 2 comments)
    8. Rewards in Q Learning (3 points, 3 comments)
    9. SSH/Putty on Windows (3 points, 4 comments)
    10. Slight contradiction on ProctorTrack Exam (3 points, 4 comments)
  13. 49 points, 7 submissions: j0shj0nes
    1. QLearning Robot - Finalized and Released Soon? (18 points, 4 comments)
    2. Flash Boys, HFT, frontrunning... (10 points, 3 comments)
    3. Deprecations / errata (7 points, 5 comments)
    4. Udacity lectures via GT account, versus personal account (6 points, 2 comments)
    5. Python: console-driven development (5 points, 5 comments)
    6. Buffet pandas / numpy versions (2 points, 2 comments)
    7. Quant research on earnings calls (1 point, 0 comments)
  14. 45 points, 11 submissions: Zapurza
    1. Suggestion for Strategy learner mega thread. (14 points, 1 comment)
    2. Which lectures to watch for upcoming project q learning robot? (7 points, 5 comments)
    3. In schedule file, there is no link against 'voting ensemble strategy'? Scheduled for Nov 13-20 week (6 points, 3 comments)
    4. How to add questions to the question bank? I can see there is 2% credit for that. (4 points, 5 comments)
    5. Scratch paper use (3 points, 6 comments)
    6. The big short movie link on you tube says the video is not available in your country. (3 points, 9 comments)
    7. Distance between training data date and future forecast date (2 points, 2 comments)
    8. News affecting stock market and machine learning algorithms (2 points, 4 comments)
    9. pandas import in pydev (2 points, 0 comments)
    10. Assess learner server error (1 point, 2 comments)
  15. 43 points, 23 submissions: chvbs2000
    1. Is the Strategy Learner finalized? (10 points, 3 comments)
    2. Test extra 15 test cases for marketsim (3 points, 12 comments)
    3. Confusion between the term computing "back-in time" and "going forward" (2 points, 1 comment)
    4. How to define "each transaction"? (2 points, 4 comments)
    5. How to filling the assignment into Jupyter Notebook? (2 points, 4 comments)
    6. IOError: File ../data/SPY.csv does not exist (2 points, 4 comments)
    7. Issue in Access to machines at Georgia Tech via MacOS terminal (2 points, 5 comments)
    8. Reading data from Jupyter Notebook (2 points, 3 comments)
    9. benchmark vs manual strategy vs best possible strategy (2 points, 2 comments)
    10. global name 'pd' is not defined (2 points, 4 comments)
  16. 43 points, 15 submissions: shuang379
    1. How to test my code on buffet machine? (10 points, 15 comments)
    2. Can we get the ppt for "Decision Trees"? (8 points, 2 comments)
    3. python question pool question (5 points, 6 comments)
    4. set up problems (3 points, 4 comments)
    5. Do I need another camera for scanning? (2 points, 9 comments)
    6. Is chapter 9 covered by the midterm? (2 points, 2 comments)
    7. Why grade_analysis.py could run even if I rm analysis.py? (2 points, 5 comments)
    8. python question pool No.48 (2 points, 6 comments)
    9. where could we find old versions of the rest projects? (2 points, 2 comments)
    10. where to put ml4t-libraries to install those libraries? (2 points, 1 comment)
  17. 42 points, 14 submissions: larrva
    1. is there a mistake in How-to-learn-a-decision-tree.pdf (7 points, 7 comments)
    2. maximum recursion depth problem (6 points, 10 comments)
    3. [Urgent]Unable to use proctortrack in China (4 points, 21 comments)
    4. manual_strategynumber of indicators to use (3 points, 10 comments)
    5. Assignment 2: Got 63 points. (3 points, 3 comments)
    6. Software installation workshop (3 points, 7 comments)
    7. question regarding functools32 version (3 points, 3 comments)
    8. workshop on Aug 31 (3 points, 8 comments)
    9. Mount remote server to local machine (2 points, 2 comments)
    10. any suggestion on objective function (2 points, 3 comments)
  18. 41 points, 8 submissions: Ran__Ran
    1. Any resource will be available for final exam? (19 points, 6 comments)
    2. Need clarification on size of X, Y in defeat_learners (7 points, 10 comments)
    3. Get the same date format as in example chart (4 points, 3 comments)
    4. Cannot log in GitHub Desktop using GT account? (3 points, 3 comments)
    5. Do we have notes or ppt for Time Series Data? (3 points, 5 comments)
    6. Can we know the commission & market impact for short example? (2 points, 7 comments)
    7. Course schedule export issue (2 points, 15 comments)
    8. Buying/seeking beta v.s. buying/seeking alpha (1 point, 6 comments)
  19. 38 points, 4 submissions: ProudRamblinWreck
    1. Exam 2 Study topics (21 points, 5 comments)
    2. Reddit participation as part of grade? (13 points, 32 comments)
    3. Will birds chirping in the background flag me on Proctortrack? (3 points, 5 comments)
    4. Midterm Study Guide question pools (1 point, 2 comments)
  20. 37 points, 6 submissions: gatechben
    1. Submission page for strategy learner? (14 points, 10 comments)
    2. PSA: The grading script for strategy_learner changed on the 26th (10 points, 9 comments)
    3. Where is util.py supposed to be located? (8 points, 8 comments)
    4. PSA:. The default dates in the assignment 1 template are not the same as the examples on the assignment page. (2 points, 1 comment)
    5. Schedule: Discussion of upcoming trading projects? (2 points, 3 comments)
    6. [defeat_learners] More than one column for X? (1 point, 1 comment)
  21. 37 points, 3 submissions: jgeiger
    1. Please send/announce when changes are made to the project code (23 points, 7 comments)
    2. The Big Short on Netflix for OMSCS students (week of 10/16) (11 points, 6 comments)
    3. Typo(?) for Assess_portfolio wiki page (3 points, 2 comments)
  22. 35 points, 10 submissions: ltian35
    1. selecting row using .ix (8 points, 9 comments)
    2. Will the following 2 topics be included in the final exam(online student)? (7 points, 4 comments)
    3. udacity quiz (7 points, 4 comments)
    4. pdf of lecture (3 points, 4 comments)
    5. print friendly version of the course schedule (3 points, 9 comments)
    6. about learner regression vs classificaiton (2 points, 2 comments)
    7. is there a simple way to verify the correctness of our decision tree (2 points, 4 comments)
    8. about Building an ML-based forex strategy (1 point, 2 comments)
    9. about technical analysis (1 point, 6 comments)
    10. final exam online time period (1 point, 2 comments)
  23. 33 points, 2 submissions: bhrolenok
    1. Assess learners template and grading script is now available in the public repository (24 points, 0 comments)
    2. Tutorial for software setup on Windows (9 points, 35 comments)
  24. 31 points, 4 submissions: johannes_92
    1. Deadline extension? (26 points, 40 comments)
    2. Pandas date indexing issues (2 points, 5 comments)
    3. Why do we subtract 1 from SMA calculation? (2 points, 3 comments)
    4. Unexpected number of calls to query, sum=20 (should be 20), max=20 (should be 1), min=20 (should be 1) -bash: syntax error near unexpected token `(' (1 point, 3 comments)
  25. 30 points, 5 submissions: log_base_pi
    1. The Massive Hedge Fund Betting on AI [Article] (9 points, 1 comment)
    2. Useful Python tips and tricks (8 points, 10 comments)
    3. Video of overview of remaining projects with Tucker Balch (7 points, 1 comment)
    4. Will any material from the lecture by Goldman Sachs be covered on the exam? (5 points, 1 comment)
    5. What will the 2nd half of the course be like? (1 point, 8 comments)
  26. 30 points, 4 submissions: acschwabe
    1. Assignment and Exam Calendar (ICS File) (17 points, 6 comments)
    2. Please OMG give us any options for extra credit (8 points, 12 comments)
    3. Strategy learner question (3 points, 1 comment)
    4. Proctortrack: Do we need to schedule our test time? (2 points, 10 comments)
  27. 29 points, 9 submissions: _ant0n_
    1. Next assignment? (9 points, 6 comments)
    2. Proctortrack Onboarding test? (6 points, 11 comments)
    3. Manual strategy: Allowable positions (3 points, 7 comments)
    4. Anyone watched Black Scholes documentary? (2 points, 16 comments)
    5. Buffet machines hardware (2 points, 6 comments)
    6. Defeat learners: clarification (2 points, 4 comments)
    7. Is 'optimize_something' on the way to class GitHub repo? (2 points, 6 comments)
    8. assess_portfolio(... gen_plot=True) (2 points, 8 comments)
    9. remote job != remote + international? (1 point, 15 comments)
  28. 26 points, 10 submissions: umersaalis
    1. comments.txt (7 points, 6 comments)
    2. Assignment 2: report.pdf (6 points, 30 comments)
    3. Assignment 2: report.pdf sharing & plagiarism (3 points, 12 comments)
    4. Max Recursion Limit (3 points, 10 comments)
    5. Parametric vs Non-Parametric Model (3 points, 13 comments)
    6. Bag Learner Training (1 point, 2 comments)
    7. Decision Tree Issue: (1 point, 2 comments)
    8. Error in Running DTLearner and RTLearner (1 point, 12 comments)
    9. My Results for the four learners. Please check if you guys are getting values somewhat near to these. Exact match may not be there due to randomization. (1 point, 4 comments)
    10. Can we add the assignments and solutions to our public github profile? (0 points, 7 comments)
  29. 26 points, 6 submissions: abiele
    1. Recommended Reading? (13 points, 1 comment)
    2. Number of Indicators Used by Actual Trading Systems (7 points, 6 comments)
    3. Software Install Instructions From TA's Video Not Working (2 points, 2 comments)
    4. Suggest that TA/Instructor Contact Info Should be Added to the Syllabus (2 points, 2 comments)
    5. ML4T Software Setup (1 point, 3 comments)
    6. Where can I find the grading folder? (1 point, 4 comments)
  30. 26 points, 6 submissions: tomatonight
    1. Do we have all the information needed to finish the last project Strategy learner? (15 points, 3 comments)
    2. Does anyone interested in cryptocurrency trading/investing/others? (3 points, 6 comments)
    3. length of portfolio daily return (3 points, 2 comments)
    4. Did Michael Burry, Jamie&Charlie enter the short position too early? (2 points, 4 comments)
    5. where to check participation score (2 points, 1 comment)
    6. Where to collect the midterm exam? (forgot to take it last week) (1 point, 3 comments)
  31. 26 points, 3 submissions: hilo260
    1. Is there a template for optimize_something on GitHub? (14 points, 3 comments)
    2. Marketism project? (8 points, 6 comments)
    3. "Do not change the API" (4 points, 7 comments)
  32. 26 points, 3 submissions: niufen
    1. Windows Server Setup Guide (23 points, 16 comments)
    2. Strategy Learner Adding UserID as Comment (2 points, 2 comments)
    3. Connect to server via Python Error (1 point, 6 comments)
  33. 26 points, 3 submissions: whoyoung99
    1. How much time you spend on Assess Learner? (13 points, 47 comments)
    2. Git clone repository without fork (8 points, 2 comments)
    3. Just for fun (5 points, 1 comment)
  34. 25 points, 8 submissions: SharjeelHanif
    1. When can we discuss defeat learners methods? (10 points, 1 comment)
    2. Are the buffet servers really down? (3 points, 2 comments)
    3. Are the midterm results in proctortrack gone? (3 points, 3 comments)
    4. Will these finance topics be covered on the final? (3 points, 9 comments)
    5. Anyone get set up with Proctortrack? (2 points, 10 comments)
    6. Incentives Quiz Discussion (2-01, Lesson 11.8) (2 points, 3 comments)
    7. Anyone from Houston, TX (1 point, 1 comment)
    8. How can I trace my error back to a line of code? (assess learners) (1 point, 3 comments)
  35. 25 points, 5 submissions: jlamberts3
    1. Conda vs VirtualEnv (7 points, 8 comments)
    2. Cool Portfolio Backtesting Tool (6 points, 6 comments)
    3. Warren Buffett wins $1M bet made a decade ago that the S&P 500 stock index would outperform hedge funds (6 points, 12 comments)
    4. Windows Ubuntu Subsystem Putty Alternative (4 points, 0 comments)
    5. Algorithmic Trading Of Digital Assets (2 points, 0 comments)
  36. 25 points, 4 submissions: suman_paul
    1. Grade statistics (9 points, 3 comments)
    2. Machine Learning book by Mitchell (6 points, 11 comments)
    3. Thank You (6 points, 6 comments)
    4. Assignment1 ready to be cloned? (4 points, 4 comments)
  37. 25 points, 3 submissions: Spareo
    1. Submit Assignments Function (OS X/Linux) (15 points, 6 comments)
    2. Quantsoftware Site down? (8 points, 38 comments)
    3. ML4T_2017Spring folder on Buffet server?? (2 points, 5 comments)
  38. 24 points, 14 submissions: nelsongcg
    1. Is it realistic for us to try to build our own trading bot and profit? (6 points, 21 comments)
    2. Is the risk free rate zero for any country? (3 points, 7 comments)
    3. Models and black swans - discussion (3 points, 0 comments)
    4. Normal distribution assumption for options pricing (2 points, 3 comments)
    5. Technical analysis for cryptocurrency market? (2 points, 4 comments)
    6. A counter argument to models by Nassim Taleb (1 point, 0 comments)
    7. Are we demandas to use the sample for part 1? (1 point, 1 comment)
    8. Benchmark for "trusting" your trading algorithm (1 point, 5 comments)
    9. Don't these two statements on the project description contradict each other? (1 point, 2 comments)
    10. Forgot my TA (1 point, 6 comments)
  39. 24 points, 11 submissions: nurobezede
    1. Best way to obtain survivor bias free stock data (8 points, 1 comment)
    2. Please confirm Midterm is from October 13-16 online with proctortrack. (5 points, 2 comments)
    3. Are these DTlearner Corr values good? (2 points, 6 comments)
    4. Testing gen_data.py (2 points, 3 comments)
    5. BagLearner of Baglearners says 'Object is not callable' (1 point, 8 comments)
    6. DTlearner training RMSE none zero but almost there (1 point, 2 comments)
    7. How to submit analysis using git and confirm it? (1 point, 2 comments)
    8. Passing kwargs to learners in a BagLearner (1 point, 5 comments)
    9. Sampling for bagging tree (1 point, 8 comments)
    10. code failing the 18th test with grade_learners.py (1 point, 6 comments)
  40. 24 points, 4 submissions: AeroZach
    1. questions about how to build a machine learning system that's going to work well in a real market (12 points, 6 comments)
    2. Survivor Bias Free Data (7 points, 5 comments)
    3. Genetic Algorithms for Feature selection (3 points, 5 comments)
    4. How far back can you train? (2 points, 2 comments)
  41. 23 points, 9 submissions: vsrinath6
    1. Participation check #3 - Haven't seen it yet (5 points, 5 comments)
    2. What are the tasks for this week? (5 points, 12 comments)
    3. No projects until after the mid-term? (4 points, 5 comments)
    4. Format / Syllabus for the exams (2 points, 3 comments)
    5. Has there been a Participation check #4? (2 points, 8 comments)
    6. Project 3 not visible on T-Square (2 points, 3 comments)
    7. Assess learners - do we need to check is method implemented for BagLearner? (1 point, 4 comments)
    8. Correct number of days reported in the dataframe (should be the number of trading days between the start date and end date, inclusive). (1 point, 0 comments)
    9. RuntimeError: Invalid DISPLAY variable (1 point, 2 comments)
  42. 23 points, 8 submissions: nick_algorithm
    1. Help with getting Average Daily Return Right (6 points, 7 comments)
    2. Hint for args argument in scipy minimize (5 points, 2 comments)
    3. How do you make money off of highly volatile (high SDDR) stocks? (4 points, 5 comments)
    4. Can We Use Code Obtained from Class To Make Money without Fear of Being Sued (3 points, 6 comments)
    5. Is the Std for Bollinger Bands calculated over the same timespan of the Moving Average? (2 points, 2 comments)
    6. Can't run grade_learners.py but I'm not doing anything different from the last assignment (?) (1 point, 5 comments)
    7. How to determine value at terminal node of tree? (1 point, 1 comment)
    8. Is there a way to get Reddit announcements piped to email (or have a subsequent T-Square announcement published simultaneously) (1 point, 2 comments)
  43. 23 points, 1 submission: gong6
    1. Is manual strategy ready? (23 points, 6 comments)
  44. 21 points, 6 submissions: amchang87
    1. Reason for public reddit? (6 points, 4 comments)
    2. Manual Strategy - 21 day holding Period (4 points, 12 comments)
    3. Sharpe Ratio (4 points, 6 comments)
    4. Manual Strategy - No Position? (3 points, 3 comments)
    5. ML / Manual Trader Performance (2 points, 0 comments)
    6. T-Square Submission Missing? (2 points, 3 comments)
  45. 21 points, 6 submissions: fall2017_ml4t_cs_god
    1. PSA: When typing in code, please use 'formatting help' to see how to make the code read cleaner. (8 points, 2 comments)
    2. Why do Bollinger Bands use 2 standard deviations? (5 points, 20 comments)
    3. How do I log into the [email protected]? (3 points, 1 comment)
    4. Is midterm 2 cumulative? (2 points, 3 comments)
    5. Where can we learn about options? (2 points, 2 comments)
    6. How do you calculate the analysis statistics for bps and manual strategy? (1 point, 1 comment)
  46. 21 points, 5 submissions: Jmitchell83
    1. Manual Strategy Grades (12 points, 9 comments)
    2. two-factor (3 points, 6 comments)
    3. Free to use volume? (2 points, 1 comment)
    4. Is MC1-Project-1 different than assess_portfolio? (2 points, 2 comments)
    5. Online Participation Checks (2 points, 4 comments)
  47. 21 points, 5 submissions: Sergei_B
    1. Do we need to worry about missing data for Asset Portfolio? (14 points, 13 comments)
    2. How do you get data from yahoo in panda? the sample old code is below: (2 points, 3 comments)
    3. How to fix import pandas as pd ImportError: No module named pandas? (2 points, 4 comments)
    4. Python Practice exam Question 48 (2 points, 2 comments)
    5. Mac: "virtualenv : command not found" (1 point, 2 comments)
  48. 21 points, 3 submissions: mharrow3
    1. First time reddit user .. (17 points, 37 comments)
    2. Course errors/types (2 points, 2 comments)
    3. Install course software on macOS using Vagrant .. (2 points, 0 comments)
  49. 20 points, 9 submissions: iceguyvn
    1. Manual strategy implementation for future projects (4 points, 15 comments)
    2. Help with correlation calculation (3 points, 15 comments)
    3. Help! maximum recursion depth exceeded (3 points, 10 comments)
    4. Help: how to index by date? (2 points, 4 comments)
    5. How to attach a 1D array to a 2D array? (2 points, 2 comments)
    6. How to set a single cell in a 2D DataFrame? (2 points, 4 comments)
    7. Next assignment after marketsim? (2 points, 4 comments)
    8. Pythonic way to detect the first row? (1 point, 6 comments)
    9. Questions regarding seed (1 point, 1 comment)
  50. 20 points, 3 submissions: JetsonDavis
    1. Push back assignment 3? (10 points, 14 comments)
    2. Final project (9 points, 3 comments)
    3. Numpy versions (1 point, 2 comments)
  51. 20 points, 2 submissions: pharmerino
    1. assess_portfolio test cases (16 points, 88 comments)
    2. ML4T Assignments (4 points, 6 comments)

Top Commenters

  1. tuckerbalch (2296 points, 1185 comments)
  2. davebyrd (1033 points, 466 comments)
  3. yokh_cs7646 (320 points, 177 comments)
  4. rgraziano3 (266 points, 147 comments)
  5. j0shj0nes (264 points, 148 comments)
  6. i__want__piazza (236 points, 127 comments)
  7. swamijay (227 points, 116 comments)
  8. _ant0n_ (205 points, 149 comments)
  9. ml4tstudent (204 points, 117 comments)
  10. gatechben (179 points, 107 comments)
  11. BNielson (176 points, 108 comments)
  12. jameschanx (176 points, 94 comments)
  13. Artmageddon (167 points, 83 comments)
  14. htrajan (162 points, 81 comments)
  15. boyko11 (154 points, 99 comments)
  16. alyssa_p_hacker (146 points, 80 comments)
  17. log_base_pi (141 points, 80 comments)
  18. Ran__Ran (139 points, 99 comments)
  19. johnsmarion (136 points, 86 comments)
  20. jgorman30_gatech (135 points, 102 comments)
  21. dyllll (125 points, 91 comments)
  22. MikeLachmayr (123 points, 95 comments)
  23. awhoof (113 points, 72 comments)
  24. SharjeelHanif (106 points, 59 comments)
  25. larrva (101 points, 69 comments)
  26. augustinius (100 points, 52 comments)
  27. oimesbcs (99 points, 67 comments)
  28. vansh21k (98 points, 62 comments)
  29. W1redgh0st (97 points, 70 comments)
  30. ybai67 (96 points, 41 comments)
  31. JuanCarlosKuriPinto (95 points, 54 comments)
  32. acschwabe (93 points, 58 comments)
  33. pharmerino (92 points, 47 comments)
  34. jgeiger (91 points, 28 comments)
  35. Zapurza (88 points, 70 comments)
  36. jyoms (87 points, 55 comments)
  37. omscs_zenan (87 points, 44 comments)
  38. nurobezede (85 points, 64 comments)
  39. BelaZhu (83 points, 50 comments)
  40. jason_gt (82 points, 36 comments)
  41. shuang379 (81 points, 64 comments)
  42. ggatech (81 points, 51 comments)
  43. nitinkodial_gatech (78 points, 59 comments)
  44. harshsikka123 (77 points, 55 comments)
  45. bkeenan7 (76 points, 49 comments)
  46. moxyll (76 points, 32 comments)
  47. nelsongcg (75 points, 53 comments)
  48. nickzelei (75 points, 41 comments)
  49. hunter2omscs (74 points, 29 comments)
  50. pointblank41 (73 points, 36 comments)
  51. zheweisun (66 points, 48 comments)
  52. bs_123 (66 points, 36 comments)
  53. storytimeuva (66 points, 36 comments)
  54. sva6 (66 points, 31 comments)
  55. bhrolenok (66 points, 27 comments)
  56. lingkaizuo (63 points, 46 comments)
  57. Marvel_this (62 points, 36 comments)
  58. agifft3_omscs (62 points, 35 comments)
  59. ssung40 (61 points, 47 comments)
  60. amchang87 (61 points, 32 comments)
  61. joshuak_gatech (61 points, 30 comments)
  62. fall2017_ml4t_cs_god (60 points, 50 comments)
  63. ccrouch8 (60 points, 45 comments)
  64. nick_algorithm (60 points, 29 comments)
  65. JetsonDavis (59 points, 35 comments)
  66. yjacket103 (58 points, 36 comments)
  67. hilo260 (58 points, 29 comments)
  68. coolwhip1234 (58 points, 15 comments)
  69. chvbs2000 (57 points, 49 comments)
  70. suman_paul (57 points, 29 comments)
  71. masterm (57 points, 23 comments)
  72. RolfKwakkelaar (55 points, 32 comments)
  73. rpb3 (55 points, 23 comments)
  74. venkatesh8 (54 points, 30 comments)
  75. omscs_avik (53 points, 37 comments)
  76. bman8810 (52 points, 31 comments)
  77. snladak (51 points, 31 comments)
  78. dfihn3 (50 points, 43 comments)
  79. mlcrypto (50 points, 32 comments)
  80. omscs-student (49 points, 26 comments)
  81. NellVega (48 points, 32 comments)
  82. booglespace (48 points, 23 comments)
  83. ccortner3 (48 points, 23 comments)
  84. caa5042 (47 points, 34 comments)
  85. gcalma3 (47 points, 25 comments)
  86. krushnatmore (44 points, 32 comments)
  87. sn_48 (43 points, 22 comments)
  88. thenewprofessional (43 points, 16 comments)
  89. urider (42 points, 33 comments)
  90. gatech-raleighite (42 points, 30 comments)
  91. chrisong2017 (41 points, 26 comments)
  92. ProudRamblinWreck (41 points, 24 comments)
  93. kramey8 (41 points, 24 comments)
  94. coderafk (40 points, 28 comments)
  95. niufen (40 points, 23 comments)
  96. tholladay3 (40 points, 23 comments)
  97. SaberCrunch (40 points, 22 comments)
  98. gnr11 (40 points, 21 comments)
  99. nadav3 (40 points, 18 comments)
  100. gt7431a (40 points, 16 comments)

Top Submissions

  1. [Project Questions] Unit Tests for assess_portfolio assignment by reyallan (58 points, 52 comments)
  2. [Project Questions] Unit Tests for optimize_something assignment by agifft3_omscs (53 points, 94 comments)
  3. Proper git workflow by jan-laszlo (43 points, 19 comments)
  4. Exam 2 Information by yokh_cs7646 (39 points, 40 comments)
  5. A little more on Pandas indexing/slicing ([] vs ix vs iloc vs loc) and numpy shapes by davebyrd (37 points, 10 comments)
  6. Project 1 Megathread (assess_portfolio) by davebyrd (34 points, 466 comments)
  7. defeat_learner test case by swamijay (34 points, 38 comments)
  8. Project 2 Megathread (optimize_something) by tuckerbalch (33 points, 475 comments)
  9. project 3 megathread (assess_learners) by tuckerbalch (27 points, 1130 comments)
  10. Deadline extension? by johannes_92 (26 points, 40 comments)

Top Comments

  1. 34 points: jgeiger's comment in QLearning Robot project megathread
  2. 31 points: coolwhip1234's comment in QLearning Robot project megathread
  3. 30 points: tuckerbalch's comment in Why Professor is usually late for class?
  4. 23 points: davebyrd's comment in Deadline extension?
  5. 20 points: jason_gt's comment in What would be a good quiz question regarding The Big Short?
  6. 19 points: yokh_cs7646's comment in For online students: Participation check #2
  7. 17 points: i__want__piazza's comment in project 3 megathread (assess_learners)
  8. 17 points: nathakhanh2's comment in Project 2 Megathread (optimize_something)
  9. 17 points: pharmerino's comment in Midterm study Megathread
  10. 17 points: tuckerbalch's comment in Midterm grades posted to T-Square
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