Introduction

This project contains "Machine Learning for Economics and Finance" related material.

Git clone:
git clone https://gitea.weseng.de/mwio/econometrics-and-machine-learning.git

Section outline

• Supervised Learning: Regressions
• Linear Regression
• Multilinear Regression
• Supervised Learning: Classification
• Logistic Regression
• Cross Validation
• K-fold Cross-validation
• Subset Selection & Shrinkage
• Lasso Regression, Ridge Regression
• Tree-Based Methods
• Classification Trees
• Bagging, Boosting
• Random Forest
• Deep Learnin
• Neural Networks