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. Birthday paradox
24. Graphical user interfaces
25. Drawing on a canvas
26. The Traveling Salesman
27. Basic Agent-Based Modeling
28. Emergent behavior
29. Web scraping
30. Getting to philosophy
31. Music basics
32. Collecting mp3s
33. Computer art
34. Image filtering
35. Cryptography
36. Other languages - Go
37. Appendix: An itinerary for guest lectures
38. Appendix: How to build the book
39. Appendix: How to add a chapter
40. Appendix: Project proposals
41. Appendix: Proposed chapters
42. Copying and legal matters
Serious Programming - small courses
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Index
Index
Symbols
|
C
|
W
Symbols
*callback*
*callbacks function*
*event loop*
*geometry management*
*widget sets*
C
chemistry
W
widgets