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Performance Profiling & Optimisation (Python)

Performance Profiling & Optimisation (Python)
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Performance Profiling & Optimisation (Python)

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EPISODES

Summary and Setup

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

Key Points
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Acknowledgements
Performant Python Patterns (Talk)
Reference

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