Numpy Beginner's Guide (Update)

Table of Contents

1. NumPy and Python Quick Start
2. Beginning with NumPy Fundamentals
3. Understanding Commonly Used Functions
4. Convenience Functions for Your Convenience
5. Working with Matrices and ufuncs
6. Moving Further with NumPy Modules
7. Peeking into Special Routines
8. Assuring Quality with Testing
9. Plotting with Matplotlib
10. When NumPy is Not Enough ? SciPy and Beyond
11. Playing with Pygame
12. Appendix A
13. Appendix B
14. Appendix C