Module 1 (Weeks 1-12): Data Analytics

• W1: Understanding the Data Science Process
• W2: Data Representation & Collection
• W3: Data Collection & Exploration
• W4: Data Exploration & Visualization
• W5: SQL
• W6: SQL Projects & Data Visualization
• W7: Tableau & Data Preparation
• W8: Data Preparation
• W9: Supervised Machine Learning - Regression
• W10: Linear Regression
• W11: Supervised Machine Learning - Classification
• W12: Classification Project

Module 2 (Weeks 13-24): Machine Learning & AI Systems

• W13: Unsupervised Machine Learning
• W14: Implementing Machine Learning Algorithms
• W15: Time Series Analysis
• W16: Recommendation Systems
• W17: Big Data
• W18: Artificial Neural Networks