What is Machine Learning? Types of Machine Learning Supervised Learning Classification Regression Unsupervised Learning Clustering Dimensionality Reduction Semi-supervised Learning Reinforcement Learning Machine Learning Algorithms Machine Learning Workflow Data Collection Data Cleaning Data Exploration Feature Engineering Model Selection Model Training Model Evaluation