Book Content
chapters • 17h4m total length
1. Preface
2. Basic Interactive Computing with Ipython
3. Best practices in Interactive Computing
4. Master the Notebook
5. Profiling and Optimization
6. High-Performance Computing
7. Advanced Visualization
8. Statistical Data Analysis
9. Machine Learning
10. Numerical Optimization
11. Signal Processing
12. Image and Audio Processing
13. Deterministic Dynamical Systems
14. Stochastic Dynamical Systems
15. Graphs and Geometry
16. Symbolic and Numerical Mathematics
