Real Python
“Real Python” explores the speed considerations in Python programming, delving into the measurement metrics and productivity implications of development and run time bottlenecks. The podcast episode features Christopher Trudeau discussing PyCoder’s Weekly articles and projects. Additionally, the Langchain example demonstrates the importance of short-term memory in AI applications, showcasing how conversation history can be maintained for seamless continuity. The document also touches on the significance of data augmentation in machine learning models and the reliability of Python scripts in daily routines. These topics collectively provide insights into Python programming, AI applications, and machine learning practices.
Testing Python Code for Scalability & What's New in pandas 3.0 | Real Python Podcast #282
How do you create automated tests to check your code for degraded performance as data sizes increase? What are the new features for pandas 3.0? Christopher Trudeau is back on the show this week, bring...
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The Real Python Podcast – Episode #282: Testing Python Code for Scalability & What's New in pandas 3.0
How do you create automated tests to check your code for degraded performance as data sizes increase? What are the new features in pandas 3.0? Christopher Trudeau is back on the show this week with an...
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Create Callable Instances With Python's .__call__(): Understanding Callables & Using .__call__()
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test Want to learn faster? Become ...
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Need Fast Caching Without Redis? Try Diskcache
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How Long Does It Take to Learn Python?
This guide breaks down how long it takes to learn Python, with realistic timelines, weekly study plans, and strategies to speed up your progress.
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Marimo: The .py Notebook That Changes Everything
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test Want to learn faster? Become ...
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Create Callable Instances With Python's .__call__()
Learn Python callables: what "callable" means, how to use dunder call, and how to build callable objects with step-by-step examples.
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Polars vs Pandas: Lazy Execution Changes Everything
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GeoPandas Basics: Maps, Projections, and Spatial Joins
Dive into GeoPandas with this tutorial covering data loading, mapping, CRS concepts, projections, and spatial joins for intuitive analysis.
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Quiz: GeoPandas Basics: Maps, Projections, and Spatial Joins
Test GeoPandas basics for reading, mapping, projecting, and spatial joins to handle geospatial data confidently.
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Ditch Docker Desktop? Try Orbstack Instead
Download your free Python Cheat Sheet here: https://realpython.com/cheatsheet Free Python Skill Test with instant level + learning plan: https://realpython.com/skill-test Want to learn faster? Become ...
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How Black Stops the Tabs vs Spaces Fight
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