Online Course: Machine Learning

Coursera Link: Machine Learning

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

• Linear Regression
• Linear Solver
• Logistic Regression
• MLP Neural Network with gradient descent learning
• Linear and gaussian kernel SVM
• Gaussian distribution -based Anomaly Detection algorithm
• Collaborative filtering based Recommender
• Content based Recommender
• Regularization and Error Analysis, Learning Curve, etc
• Principal Component Analysis (PCA)