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

**Git clone**:<br>
`git clone https://gitea.weseng.de/mwio/econometrics-and-machine-learning.git`


# Section outline
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- 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

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