This Repository contains my answers to Machine Learning assignments of Amirkabir University of Technology(Tehran Polytechnic). Each assignment includes questions, codes and a report.
reports are in persian.
Professor: Dr. Ehsan Nazerfard
Year: 2020-2021, Fall Semester
- Assignment 1: Regression
- Assignment 2: KNN and Decision Tree
- Assignment 3: Naive Bayes, Logistic Regression and Bayes Network
- Assignment 4: SVM with and without Kernels, random forest classifier
- Final Project: Clustering (K-means, Hierarchical, DB-Scan), RL, ensemble learning