8. Data science tools

Week 8 (October 23)

Due: 2.4 Pokémon lab

Assigned: 2.6 Argument project

Introduction to Pandas and Jupyter notebooks.

• The Pedagogy of Programming
• Assignments
• Department-Wide Policies
• Schedule
• 1. Imperative programming
• 2. Variables and functions
• 3. Control structures
• 4. Planning
• 5. Functional programming
• 6. Processing data
• 7. Distributed computing
• 8. Data science tools
• 9. Debugging and testing
• 10. Object-oriented programming
• 11. Strategy
• 12. Frameworks
• 13. Simulation
• 14. Wrap-up
• Syllabus