/Coursera-Machine_Learning

Primary LanguageMATLAB

Machine Learning - Coursera

Resolução dos exercícios de programação de machine learning propostos pelo curso da Universidade Stanford https://www.coursera.org/learn/machine-learning

Supervised learning

  • linear regression
  • logistic regression
  • neural networks
  • SVM

Unsupervised learning

  • K-means
  • PCA
  • Anomaly detection

Special applications / special topics

  • Recommender systems
  • large scale machine learning

Advice on building a machine learning system

  • Bias/variance, regularization
  • Evaluation of learning algorithms
  • learning curves
  • error analysis
  • ceiling analysis