How Deep Learning Works In Finance And How I Know First Utilizes It

Inspired by its work in proven fields of image recognition, text and speech processing and information retrieval, Deep Learning was introduced in the discipline of finance for its advantages in dealing with difficulties faced by shallow architectures when high dimensional and non-linear information being applied.

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 Neural Networks: Bayes’ Theorem Applied to Deep Learning

  The article was written by Amber Zhou, a Financial Analyst at I Know First.

Highlights:

  • Vanilla Deep Learning Method: Multilayer Perceptron (MLP)
  • Introduction to Bayes’ Theorem
  • Application of Bayes’ Theorem: Bayesian Inference
  • Combination: Bayesian Neural Networks
  • How I Know First Utilizes Bayesian Neural Networks for Forecasting

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Deep Reinforcement Learning: Building A “Self-Driving Car” In Financial World.

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

     

Summary:

  • What makes Deep Reinforcement Learning different?
  • Markov Decision Process and its application
  • How to find Optimal Policy using Q-learning?
  • Building a “Self-Driving Car” in financial world
When talking about deep learning, many seems to refer it to only computer science. Today, we will talk about a part of deep learning that utilize many areas of both natural science and social science: Deep Reinforcement Learning. Deep Reinforcement Learning has been changing our world every day. This learning method helps scientists to explore new disease treatments, help engineers to develop self-driving cars, and help investors to maximize their profit. To subscribe today and receive exclusive AI-based algorithmic predictions, click here

Deep Learning Algorithms: The Future of Financial Investment?

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

Deep Learning & Finance

Summary:
  • What is Deep Learning?
  • Deep Learning Applications Today
  • Deep Learning & Financial Markets
  • I Know First's Role in the Machine-Learning World

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AI Hedge Funds: The Use Of Alternative Data To Make Trading Decisions

The article was written by Aline Rzetelna, a Financial Analyst at I Know First

  Summary:

  • Hedge Funds Are Increasingly Turning to Artificial Intelligence
  • Different Methods of Acquiring Alternative Data & Difficulties
  • How I Know First Uses Artificial Intelligence and Machine Learning for Stock Markets Forecasting Solutions

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Artificial Intelligence In Finance: Half A Century Journey From Science Fiction To Cutting-edge Financial Advisory

Gleb_Zinkovskii_photo The article was written by Gleb Zinkovskii, a Financial Analyst at I Know First. Pic 3: I Know First value Proposition

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