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Python Optimisation and Performance Profiling

Python Optimisation and Performance Profiling
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Python Optimisation and Performance Profiling

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EPISODES

Summary and Schedule

1. Introduction to Optimisation

2. Data Structures & Algorithms

3. Understanding Python (NumPy/Pandas)

4. Keep Python & Packages up to Date

5. Understanding Memory

6. Optimisation Conclusion

7. Lunch Break

8. Introduction to Profiling

9. Function Level Profiling

10. Line Level Profiling

11. Profiling Conclusion

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Acknowledgements
Performant Python Patterns (Talk)
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