Overall Schedule

Topics

Data:

• list, tuple, dict, set
• iterators, generators
• NumPy

Visualization:

• Matplotlib/Seaborn
• Widgets
• Animation

Algorithms:

• Interpolation
• Differentiation
• Integration
• ODE
• Linear Algebra
• Optimization

Software Engineering:

• Git/GitHub
• Testing
• Style (PEP8)
• Narrative Descriptions
• LaTeX
• Error Handling

Week by week:

1. Intro, GitHub and Codecademy
2. Syllabus, Git/GitHub, Shell, CA
3. Git/GitHub, Shell, nbgrader, IPython
4. Git/GitHub, Shell, nbgrader, IPython (assignment01 due)
5. NumPy, Testing (assignment02 due)
6. Matplotlib, PEP8 (assignment03 due)
7. Widgets/Animation (assignment04 due)
8. Display, LaTeX (assignment05 due)
9. Review (assignment06 due

10. Midterm (assignment07 due)

11. Interpolation + Differentiation

12. Integration

13. ODE

14. Project Intro

15. Project Work Day (U2/Hearing)

16. Project Work Day (U2/Hearing)

17. Memorial Day

18. Linear Algebra + Optimization

19. Random distributions/Stats

20. Regression and fitting

Klay's schedule

1. Codecademy
2. Git/CA/Shell
3. Git/CA/Shell/Euler
4. ssh/IPython/IPythonBlocks
5. NumPy
6. DataIO, CountingStars
7. Matplotlib, LaTeX
8. Widgets, Animation, Error Handling
9. Midterm
10. Project Intro
11. Interpolation
12. Differentiation
13. Integration
14. ODEs
15. MC Integration
16. Random numbers and MC simulation
17. No class
18. Regression, Optimization, Fitting
19. SymPy
20. Project work time