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-# Introduction
-This project contains "Machine Learning for Economics and Finance" related material.
+# Overview
+This project contains:
+- Machine Learning for Economics and Finance material.
+- Empirical seminar project: "Empirisches Seminar zu aktuellen wirtschaftspolitischen Fragestellungen"
+  - Regionale Unterschiede in der Mietpreisentwicklung
+  - Anwendung einer "Multilinearen Regression"
+- Empirical seminar project: "Ëmpirische Stadt- und Immobilienökonomik"
+  - Unglückliche Städte? Zu den möglichen regionalen Unterschieden der Lebenszufriedenheit
+  - Anwendung einer "Multinomialen logistischen Regression""
+- ...
 
 **Git clone**:<br>
 `git clone https://gitea.weseng.de/mwio/econometrics-and-machine-learning.git`
 
 
-# Section outline
-<!--**...**:<br> -->
-- 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
-
 <!-- ![preview:](ARES_Hum-Temp.png?raw=true "placements")! -->
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