Skip to content

Latest commit

 

History

History
18 lines (11 loc) · 740 Bytes

README.md

File metadata and controls

18 lines (11 loc) · 740 Bytes
Raw

CSMM102X - Machine Learning

This repository is included my python projects which I studied in Machine Learning for MicroMaster at Columbia University.

Project Explanation of Artificial Intelligence Course

  1. Week 2 Project - Linear Regression

    • This project relates to l-2 regularized least-squares linear regression algorithm and active learning.

  2. Week 6 Project - Classification

    • This project relates to implementation of K-class Bayes Classifier.

  3. Week 8 Project - Clustering

    • This project relates to implementation of K-means and EM Gaussian mixture models.

  4. Week 11 Project - HMM and State - space Models

    • This project relates to implementation of probabilistic matrix factorization. (PMF)