Machine Learning

Course info

• Website: https://class.coursera.org/ml-005
• Instructor: Andrew Ng, Stanford University
• Session: March 2014, 10 weeks
• Programming language: Octave / Matlab

Programming exercises

• Week 2: Linear Regression
• Week 3: Logistic Regression and Regularization
• Week 4: Multi-class Classification and Neural Networks
• Week 5: Neural Network Learning
• Week 6: Regularized Linear Regression and Bias/Variance
• Week 7: Support Vector Machines
• Week 8: K-Means Clustering and PCA
• Week 9: Anomaly Detection and Recommender Systems