Course Content

Machine Learning using Python

Module 1: Introduction to Data Science
Module 2: Data Extraction, Wrangling, & Visualization
Module 3: Introduction to Machine Learning with Python
Module 4: Supervised Learning - I
Module 5: Dimensionality Reduction
Module 6: Supervised Learning - II
Module 7: Unsupervised Learning
Module 8: Association Rules Mining and Recommendation Systems
Module 9: Reinforcement Learning
Module 10: Time Series Analysis
Module 11: Model Selection and Boosting
Module 12: In-Class Project