Bayesian Neural Networks: Bayes’ Theorem Applied to Deep Learning

March 31, 2019
  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

premiumRead The Full Premium Article

Subscribe to receive exclusive PREMIUM content here
Premium Articles

Understanding Stock Market Prediction Using Artificial Neural Networks and Their Adaptation

January 10, 2019
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

premiumRead The Full Premium Article

Subscribe to receive exclusive PREMIUM content Here
Algorithmic Articles Premium Articles

Deep Learning Algorithms: Deep Learning Through TensorFlow

December 21, 2018
This article was written by David Berger, a Financial Analyst at I Know First.

Deep Learning Algorithms: Deep Learning Through TensorFlow

Summary:
  • What is Deep Learning?
  • TensorFlow- Google's Open Source Software Library
  • TensorFlow Compared to Other Libraries
  • Early Results from TensorFlow

premiumRead The Full Premium Article

Subscribe to receive exclusive PREMIUM content Here
Algorithmic Articles Premium Articles

Bayesian Inference and I Know First’s Application

July 1, 2018
   


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

premiumRead The Full Premium Article

Subscribe to receive exclusive PREMIUM content here
Algorithmic Articles Premium Articles

Deep Learning Stock Prediction: Artificial Intelligence Expanding Applications

March 27, 2017
  2016-09-15_18-55-38  The article was written by Jacob Saphir, a Financial Analyst at I Know First.

Deep Learning Stock Prediction

Summary:
  • Artificial Intelligence
  • Deep Learning
  • I Know First Application
  • NVIDIA Stock Forecast and Result

premiumRead The Full Premium Article

Subscribe to receive exclusive PREMIUM content here
Algorithmic Articles Premium Articles