Stock Market Forecast: Integration of New Technologies and Traditional Approach

September 8, 2024
Sergey Okun This article was written by Sergey Okun – Senior Financial Analyst, I Know First, Ph.D. in Economics.

Summary:

  • Fundamental analysis allows investors to understand the intrinsic value of stocks and their growth potential.
  • Machine learning and artificial intelligence transform the process of forecasting in the stock market by analyzing large amounts of data and making accurate predictions.
  • The combination of fundamental analysis and machine learning opens up new opportunities for forecasting and managing investments.

premiumRead The Full Premium Article

Subscribe to receive exclusive PREMIUM content here
Algorithmic Articles Premium Articles

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