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# econometrics-and-machine-learning
# 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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<!-- <a href="https://www.raspberrypi.org/documentation/installation/installing-images/README.md" target="_blank">Introduction: Installing operating system images on the Raspberry Pi</a> -->
This repository contains Python, R and STATA code in regard to solving econometrical and machine learning tasks.