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Performance Profiling & Optimisation (Python)
Performance Profiling & Optimisation (Python)
Key Points
Instructor Notes
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Acknowledgements
Performant Python Patterns (Talk)
Reference
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Performance Profiling & Optimisation (Python)
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EPISODES
Summary and Schedule
1. Introduction to Profiling
2. Function Level Profiling
3. Break
4. Line Level Profiling
5. Profiling Conclusion
6. Introduction to Optimisation
7. Data Structures & Algorithms
8. Break
9. Understanding Python (NumPy/Pandas)
10. Keep Python & Packages up to Date
11. Understanding Memory
12. Optimisation Conclusion
RESOURCES
Key Points
Instructor Notes
Extract All Images
Acknowledgements
Performant Python Patterns (Talk)
Reference
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