LaercioCandido / Coursera-Machine_Learning

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