Common Machine Learning Methods

Excellent article summarizing standard Machine Learning methods with examples. The article covers:

• Regression
• Classification
• Clustering
• Dimensionality Reduction
• Ensemble Methods
• Neural Nets and Deep Learning
• Transfer Learning
• Reinforcement Learning
• Natural Language Processing
• Word Embeddings

In the discussion on Reddit, the author mentions that he would update "Word Embeddings" sections with newer methods: BERT (2018) and GloVe (2014).