Formation Python for Data Scientists - Pierre Chanial, APC, Université Paris 7

Contents

The essential Python/NumPy for the data scientist.

• 1. Introduction
• 2. The array model
• 3. Creating arrays
• 4. Basic operations
• 5. Indexing arrays
• 6. Manipulating arrays
• 7. Views and copies
• 8. Combining arrays
• 9. Broadcasting
• 10. Universal functions (Ufuncs)
• 11. Special values
• 12. Structured data types
• 13. Record arrays
• 14. Dense linear algebra
• 15. More exercises