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Memray: The endgame Python memory profiler - Talk Python to Me Ep. 425
Logging for Scientific Computing: Debugging, Performance, Trust | Itamar Turner-Trauring
Using a Memory Profiler in Python & What It Can Teach You | Real Python Podcast #128
Itamar Turner-Trauring - Optimize first, parallelize second: a better path to faster data processing
TALK / Itamar Turner-Trauring / 0 to production-ready: a best-practices process for Docker packaging
Memory Profiling in Python
Lightning Talk: Sciagraph: always-on profiling for production batch jobs by Itamar Turner-Trauring
Itamar Turner-Trauring: Small Big Data: using NumPy and Pandas when your data... | PyData NYC 2019
Talk: Itamar Turner-Trauring - Small Big Data: using NumPy and Pandas when your data doesn't fit ...
PyData Montreal #20 with Itamar Turner-Trauring
Eliot: Effective Logging with Itamar Turner-Trauring
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Last Updated: September 19, 2026
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If you need to process a large JSON file in Listen to the entire episode here! pythonbytes.fm/episodes/show/185/this-code-is-snooping-on-you-a-good-thing. When it takes hours or days to run your computation, it can take a long time before you notice something has gone wrong. pydata.org You're processing a large amount of data with You know the basics of packaging your PWC2022 attracted nearly 375 attendees from 36 countries and 21 time zones making it the biggest and best year yet. The highly ... Understanding what is happening in a software system can be difficult, especially when you have inconsistent log messages.
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