/Machine-Learning-for-Financial-Analysis

Machine-Learning-for-Financial-Analysis

There are two main parts in this repository as

a) Python for Financial Analysis

  • Stock Data Analysis and Visulization
  • Portfolio asset allocation and Statistical data Analysis
  • Capital asset pricing model
  • Portfolio optimization and monte carlo simulations

b) Machine Learning and Artificial Intelligence in Finance

  • Predicat future stock price using regression and LSTM network
  • Perform Bank segmentation using unsupervisied machine learning strategies
  • Perform Stock sentiment analysis using Natural Language processing Techniques