Stock Market Predictions: Where In The Feedback Loop Is Your Portfolio?

Summary

  • Why you can beat the market, even when it does not seem so.
  • The importance of loops, patterns, and predictable events.
  • Random events are don’t measure risks, and should not affect your decision making.
Some traders follow the trend, and some go against it. At IKnowFirst we work on algorithmic strategies which are neither, we simply try an asses where the next opportunity is. If this means to do what everyone else does, than why not. If it means going against when everyone else does, this is also fine. The tricky part is determining where this opportunities are, this article will discuss how to find opportunities in what can seem as total randomness.

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Artificial Intelligence in Finance: AI is the New Electricity

This article was written by Harry Chiang, a Financial Analyst at I Know First.

Artificial Intelligence in Finance: AI is the New Electricity

Summary:
  • The Birth of AI Banking: Defining Artificial Intelligence
  • The Surprising State of AI and Banking Today
  • Why Are Major Banks Reluctant About AI?
  • The Most Important Developments in AI for Personal Finance
  • Four Major Benefits Consumers are Missing Without AI
  • Case Study: DBS, Digibank & India
  • How I Know First is Changing Banking

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How Deep Learning Works In The Stock Market And How to Utilize It for Investment Decisions

    The article was written by Yutian Fang, a Financial Analyst at I Know First and Master of Science in Finance candidate at Brandeis International Business School  

Summary

  • To make informed investment is always what investors are concerned about
  • Solutions saw their limitations and improvements as techniques developed
  • What Deep Learning can do -Deep Networks for Unsupervised or Generative Learning -Deep Networks for Supervised Learning -Hybrid Deep Networks
  • How I Know First utilized Deep Learning for investment decisions

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Understanding Stock Market Prediction Using Artificial Neural Networks and Their Adaptation

taliTali Soroker is a Financial Analyst at I Know First. She graduated from Northeastern University with a Bachelor degree in Mathematics.

Stock Market Prediction Using Artificial Neural Networks

Summary:
  • Artificial Neural Networks
  • General Applications
  • Different Types of ANNs
    • Feed-Forward ANNs
    • RBF Neural Networks
    • MLP Neural Networks
    • RNNs
  • Neural Networks and Finance

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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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3 Ways To Cluster Data Using Unsupervised Learning

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



 

Highlights:

  • Understanding Unsupervised Learning
  • Types of Clustering and How To Implement Them
  • How I Know First Uses Clustering

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