From f3101269f7e90db6e77e513acf95c5b5c0c04bc2 Mon Sep 17 00:00:00 2001 From: Marcel Weschke Date: Mon, 29 Jan 2024 11:58:14 +0100 Subject: [PATCH] Upload files to "Machine Learning for Economics and Finance" --- .../README.md | 31 +++++++++++++++++++ 1 file changed, 31 insertions(+) create mode 100644 Machine Learning for Economics and Finance/README.md 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 + + + + + + +