Machine Learning Trading, Stock Market, and Chaos

September 1, 2019
taliTali Soroker is a Financial Analyst at I Know First.


Summary
  • There is a notable difference between chaos and randomness making chaotic systems predictable, while random ones are not
  • Modeling chaotic processes are possible using statistics, but it is extremely difficult
  • Machine learning can be used to model chaotic processes more effectively
  • I Know First has employed artificial intelligence and machine learning in order to make predictions in the stock market
  • Definitions for underlined words can be found in the Glossary at the end of the article

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I Know First To Democratize AI-Driven Stock Predictions For All

July 27, 2019
I Know First Research Team LogoThis article was written by the I Know First Research Team.

Summary:

  • Artificial intelligence is being widely used by pig players on the investment scene.
  • While the technology has a lot to offer, advanced models trained by top investment banks are likely to stay out of the reach of broader audience.
  • It is up to ambitious startups like I Know First to democratize AI for all.

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NVDA Stock Prediction: Taking Their Punches And Rolling Strongly Ahead

July 23, 2019

This NVDA stock prediction article was written by Ari Herzog, a Financial Analyst at I Know First

Key Takeaways

  • Short-term risks, including its exposure to China as well as ambiguous GPU demand and uncertain positioning within the gaming sector, should not affect NVDA’s earnings more so than its semiconductor competitors
  • Nvidia’s footprint in major technological advancements including AI, autonomous vehicles, and data centers are strong long-term growth areas to point to
  • Over 40% drop in stock price since late 2018, with the price sitting near 2-year lows, signals a current buying opportunity
  • I Know First AI Algorithm keeps bullish NVDA stock prediction for long term

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Press Release: Benzinga Fintech Awards Nomination of I Know First and Its Co-Founder and CTO Dr. Roitman

July 23, 2019

Recently, I Know First has been nominated for the Benzinga Fintech Awards in 3 categories: the Most Influential Data Scientist for our Co-Founder and CTO Dr. Roitman, Best Data Analysis Tool and Best New Product for I Know First! Feel free to vote for us for any or all of the three categories (Most Influential Data Scientist, Best Data Analysis Tool and Best New Product) as we are honored to be recognized in this prestigious awards opportunity.

benzinga fintech awards
(Source: benzingafintechaward.com)

Launched in 2015, The Benzinga Fintech Awards were aimed to commend innovation and excellence throughout the capital markets industry.  This

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In The News

AI In Banking: Disrupting the Conventions

July 15, 2019
I Know First Research Team LogoThis article was written by the I Know First Research Team.

Summary:

  • The rise of AI has been a boon for the banking industry.
  • AI technology is being implemented across the board in various aspects of banking.
  • Investment management is an area that can especially benefit from AI-based solutions.

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AI vs Technical Analysis: Can AI Improve Your Stock Trading Strategies?

July 9, 2019

This article on Using AI in Stock Trading Strategies is written by Clarence Toh, an analyst at I know First Ltd.

Summary:

  • Technical Analysis done by humans can be filled with error and biases
  • The presence of AI in finance is growing
  • I Know First algorithm has a major contribution to AI and Technical Analysis in absence of human bias

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Interpreting Interpretability in Algorithmic Trading

June 17, 2019

This article was written by Talia Shakhnovsky, a Financial Analyst at I Know First. 

Interpreting Interpretability in Algorithmic Trading

“If a machine learning model performs well, why [don’t] we just trust the model and ignore why it made a certain decision?” – Christoph Molnar, author of Interpretable Machine Learning

Summary:

  • An Anecdote on Algorithmic Interpretability
  • What is Machine Learning?
  • Interpreting Interpretability
  • Is Interpretability Ever Insignificant?
  • The Importance of Algorithmic Interpretability
  • Algorithmic Trading: Interpretability in I Know First’s Forecasts

An Anecdote on Algorithmic Interpretability

Envision the near future. Self-driving vehicles roam the roads, and car accidents are a nightmare from the past. Society questions how people could have driven such dangerous machines they weren’t qualified to control.

Until, one day, a headline reads, “BREAKING: Bicyclist Dead in Hit-and-Run”. Shock

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Keep Calm & Trust Your Data: AI And Stock Market Irrationality

June 5, 2019
I Know First Research Team LogoThis article was written by the I Know First Research Team.

One of the most common themes you find in many mythologies across the globe is that of order and chaos. The world as we know it, in all its orderly (or at least more orderly than not) glory, is emerging from the state of complete and utter entropy. This can be seen as a metaphor for many things, from organic life coming into existence in the primordial broth to the way the first humans explored their environment, rationalizing their experiences in ways that made sense in the existing system of knowledge. Rationalizing is the keyword here: it does not take a stretch of the imagination to view

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