This repository is dedicated to bachelor programmes at Reutlingen University. It contains various examples for machine learning code, related use case descriptions and code.
(1) Simple Linear Regression based on admission test data as a feature and student grades as target.
(2) Simple Linear Regression based on three features (brand, sales, shop time) and price as a target.
(3) Multiple Linear Regression based on a car dealer data set (price as target).
(4) Classification (Logistic Regression) based on bank data.
(5) Classification (Logistic Regression) based on telecommunications data.
(6) Cluster Analysis based on market segmentation data.
(7) Multiple Linear Regression on Housing Prices.
(8) Classification Analysis for Cancer Detection
(9) NLP Spam Filtering
(10) RAG Model for PDF analysis
(11) Tensor Flow Deep Learning for MNIST Classification