Matlab_solutions_ML_Coursera_Andrew_Ng

Matlab solutions to Andrew Ng's iconic Machine Learning class on Coursera

Content of course

• Supervised Learning
  • Linear regression, logistic regression, neural networks, SVMs.
• Unsupervised Learning
  • K-means, PCA, Anomaly detection
• Special Applications/ Topics
  • Recommender system, large scale machine learning
• Advice on building a machine learning system
  • Bias/variance, regularization, evaluation of learning algorithm, learning curves, error analysis, ceiling analysis.