Serious Programming - small courses
0.1.0
Contents:
1. Motivation and plan
2. Starting out: data files and first plots
3. Intermediate plotting
4. A tour of functions
5. Growth – checked and not
6. Advanced plotting
7. Fitting functions to data
8. Case studies in data
9. Special numbers:
\(\pi\)
10. A workshop on programming by yourself (!)
11. Random number basics
12. Randomness and Disorder
13. Random Processes
14. Power laws, Zipf, Benford, …
15. Pushing toward calculus
16. Numerical integration
17. Differential Equations
18. Ecology
19. Biology – phylogeny
20. Recursion
21. Programming topics: sorting
22. Introduction to NetworkX Graphs
23. Generating Mazes
24. Birthday paradox
25. Graphical user interfaces
26. Drawing on a canvas
27. The Traveling Salesman
28. Basic Agent-Based Modeling
29. Emergent behavior
30. Web scraping
31. Getting to philosophy
32. Music basics
33. Collecting mp3s
34. Computer art
35. Image filtering
36. Cryptography
37. Other languages - Go
38. Appendix: An itinerary for guest lectures
39. Appendix: How to build the book
40. Appendix: How to add a chapter
41. Appendix: Project proposals
42. Appendix: Proposed chapters
43. Copying and legal matters
Serious Programming - small courses
»
Index
Index
Symbols
|
C
|
W
Symbols
*callback*
*callbacks function*
*event loop*
*geometry management*
*widget sets*
C
chemistry
W
widgets