Introduction to Machine Learning

• Supervised and Unsupervised Learning
• Regression Algorithms
• Datalab 00: Regression Algorithms
• Classifications Algorithms
• Datalab 01: Classification Algorithms
• Decision Trees
• Supervised Learning: A Recap
• Datalab 02: Tree-Based Analyses
• Clustering: K-Means
• Datalab 03: Clustering Analyses
• Perceptron algorithm
• Datalab 04: Perceptron
• Final Assignment: Machine Learning Analysis