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Machine Learning Coursera assignment solutions for 2012 course (instructor Andrew Ng)
ml_class_coursera's Introduction
- Exercise 1: Linear Regression
- Exercise 2: Logistic Regression
- Exercise 3: Multi-class Classification and Neural Networks
- Exercise 4: Neural Networks Learning
- Exercise 5: Regularized Linear Regression and Bias v.s. Variance
- Exercise 6: Support Vector Machines
- Exercise 7: K-means Clustering and Principal Component Analysis
- Exercise 8: Anomaly Detection and Recommender Systems