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Intro
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Classroom Contents
Practical Optimisations for Pandas
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- 1 Intro
- 2 Overview
- 3 Optimizations
- 4 Processing Data
- 5 Reading Data
- 6 Type
- 7 NumExpression
- 8 Subselect
- 9 Concatenate
- 10 Append
- 11 Sorting
- 12 Filtering
- 13 Compiling
- 14 cyton
- 15 cyto
- 16 Pure Python
- 17 Vectorized Methods
- 18 Memory Footprint
- 19 Memory Footprint Example
- 20 Concurrency Parabolism
- 21 Other Techniques
- 22 Other Frameworks
- 23 Techniques
- 24 Additional Resources
- 25 Questions
- 26 Ending
