Lesson 1: Introduction to Machine Learning

Quiz 1: Introduction to Machine Learning

Lesson 2: Linear Regression

Lesson 3: Logistic Regression

Lesson 4: k-Nearest Neighbors

Project 1: (Linear Regression and Logistic Regression)

Quiz 4: k-Nearest Neighbors

Lesson 5: Decision Trees

Project 2: Decision Trees

Lesson 6: Neural Networks

Lesson 7: Convolutional Neural Networks

Lesson 8: Recurrent Neural Networks

Project 3: (Neural Networks)

Lesson 9: Unsupervised Learning

Lesson 10: Dimensionality Reduction

Project 4: Unsupervised Learning

Lesson 11: Model Selection and Evaluation

Quiz 11: Model Selection and Evaluation

Lesson 12: Ensemble Methods

Project 5: Ensemble Methods

Lesson 14: Natural Language Processing

Project 6: Natural Language Processing

Lesson 15: Applications of Machine Learning

Final Project