Machine Learning Study Notes

This repository is ongoing updating. Sources come from Udacity.

Supervised learning

Supervised learning is a machine learning task of learning a function that maps an input to an output based on example input-output pairs.

The algorithms include:

• Linear regression
• Logistic regression
• Neural networks
• Decision tree
• Support Vector Machine (SVM)
• Random forest
• Naive Bayes
• K-nearest neighbor

Unsupervised learning