diff --git a/Machine Learning for Economics and Finance/README.md b/Machine Learning for Economics and Finance/README.md new file mode 100644 index 0000000..b0cac15 --- /dev/null +++ b/Machine Learning for Economics and Finance/README.md @@ -0,0 +1,31 @@ +# 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 + + + + + + +