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Python Optimisation and Performance Profiling
Python Optimisation and Performance Profiling
Key Points
Glossary
Learner Profiles
More
Acknowledgements
Performant Python Patterns (Talk)
Reference
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Python Optimisation and Performance Profiling
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EPISODES
Summary and Setup
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
RESOURCES
Key Points
Glossary
Learner Profiles
Acknowledgements
Performant Python Patterns (Talk)
Reference
See all in one page
Instructor Notes
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