The Curriculum

1. FREE: Python for Data Science (3 weeks)
   1. Python Basics: Variables & Expressions, Functions & Conditionals, For & While Loops, Common Libraries – Random, Datetime, String
   2. Python Data Types: Strings, Files, Lists & Tuples, Dictionaries
   3. Advanced Python: Object-Oriented Programming, Test Driven Development
   4. BONUS: Microsoft Excel Data Analysis
   5. BONUS: PowerBI Data Visualisation
2. Python Data Analysis (5 weeks)
3. SQL Data Analysis (5 weeks)
4. Machine Learning I (5 weeks)
5. Machine Learning II (5 weeks)
6. Big Data Engineering (5 weeks)
7. CAPSTONE: Final Project + Azure Cloud (2 weeks)
   1. End-to-end Data Science Project
   2. Deploy model/pipeline on Azure Cloud
   3. BONUS: Microsoft Azure Data Associate Exam