Machine Learning Stock Market: Business Strategy & Machine Learning in the Financial Industry

This article was written by David Shabotinsky, a Financial Analyst at I Know First, and enrolled at the undergraduate Finance program at the Interdisciplinary Center, Herzliya.

Machine Learning Finance

Summary
  • Background behind Machine Learning and Deep Learning
  • Strategic adaption of AI and Machine Learning in a business environment
  • Why financial firms need Deep Learning techniques to remain competitive
  • Finance firm's adoption of GPUs into operational activities

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Machine Learning Hedge Fund: Artificial Intelligence, Algotrading and Hedge Funds

taliTali Soroker is a Financial Analyst at I Know First. Machine Learning Hedge Fund

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Deep Learning Revolution: Google’s DeepMind Is Using Artificial Intelligence To Change The World In Incredible Ways

Google's DeepMindThis article was written by Zachary Shipman, a Financial Analyst at I Know First.

Deep Learning Revolution: Google's DeepMind

“Humans were stuck in a local maxima for 3000 years”- Google's DeepMind CEO, Demis Hassabis.
    Summary:
    • DeepMind: The collaboration between Humans and Artificial Intelligence
    • Why are games such an effective simulation tool for Artificial Intelligence?
    • Inventive Strategies that allow AlphaGo to exploit human game plans
    • Neural Networks and their function in the future
    • I Know First's Implementation of Artificial Intelligence technology

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Quant Hedge Fund: Why Hedge Funds Should Adapt AI Technology To Continue

The article was written by David Shabotinsky, a Financial Analyst at I Know First, and enrolled at an undergraduate Finance program at the Interdisciplinary Center, Herzliya.

Quant Hedge Fund

The punches you miss are the ones that wear you out”. —Boxing trainer Angelo Dundee -The Intelligent Investor, by Benjamin Graham. Active Investors have over the past years been experiencing large losses, as a result of volatile markets and recent market bubbles. The losses result in human error, that greatly hurts returns. This article will explain how hedge funds and investors alike, should begin to utilize machine-learning AI algorithms in their trading strategies. Summary:
  • Background of Hedge Funds and their role in the market
  • Hedge fund and investor issues and how it affects the financial world today
  • Development of AI based algorithms and their advantages
  • I Know First Algorithm’s competitive advantages and usage in the market

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AI In Healthcare: Artificial Intelligence Can Heal The Healthcare Industry

  This article was written by Julia Masch, a Financial Analyst at I Know First.  



Summary

  • How Artificial Intelligence Can Be Used In Healthcare
  • Different Implementations of AI
  • I Know First Forays Into Predictive Healthcare

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Deep Reinforcement Learning Part 2: The Game of Stock Trading

    The article was written by Hieu Nguyen, a Financial Analyst at I Know First.    

Summary:

  • What to look for in the game of stock trading
  • Several problems with Reinforcement Learning
  • How far can we go with Reinforcement Learning?
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Bayesian Inference and I Know First’s Application

   


This article was written by Kwon Sok Oh, a Financial Analyst at I Know First.    




Summary

  1. Introduction of Bayesian Inference and BAC Example
  2. Prior Distribution: Concepts and BAC Example
  3. Likelihood Function: Concepts and BAC Example
  4. Posterior Distribution: Concepts and BAC Example
  5. Posterior Predictive Distribution: Concepts and BAC Example
  6. Conclusion of Discussion and BAC Example
  7. I Know First and Bayesian Neural Networks

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