Online Course: Machine Learning: Unsupervised Learning

Udacity Link: Machine Learning: Unsupervised Learning

Easy-to-learn course, by studying the course,  I implemented the following algorithms in C# for my library:

• Clustering: EM (Expectation Maximization) Clustering
• Clustering: Single Linkage Clustering
• Feature Selection: Forward Sequencing
• Feature Selection: Backward Elimination
• Feature Selection: Hill Climbing Feature Selection
• Feature Transformation: Principal Component Analysis
• Feature Transformation: Independent Component Analysis
• EDA Solver: MIMIC