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.
What Does Python's __init__.py Do?
Learn how Python's __init__.py declares packages, initializes variables, simplifies imports, and controls what gets exported.
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Quiz: Duck Typing in Python: Writing Flexible and Decoupled Code
Check your grasp of Python's duck typing. Recognize behavior-based interfaces, use protocols and special methods, and know alternatives. Try the quiz.
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Speed Up Your Python Code With Concurrency
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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Automate Python Data Analysis With YData Profiling
Automate exploratory data analysis by transforming DataFrames into interactive reports with one command from YData Profiling.
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Quiz: The pandas DataFrame: Make Working With Data Delightful
Test your pandas skills! Practice DataFrame basics, column access, creation, sorting, and data manipulation in this interactive quiz.
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The Irony of Waterfall vs Agile Development
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From SQL to LLMs: The Next Leap in Abstraction
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You'll Never Have a Quantum Computer at Home
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Overcoming Testing Obstacles With Python's Mock Object Library | Real Python Podcast #286
Do you have complex logic and unpredictable dependencies that make it hard to write reliable tests? How can you use Python's mock object library to improve your tests? Christopher Trudeau is back on t...
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Quiz: Dependency Management With Python Poetry
Test your knowledge of Python Poetry, from installation and virtual environments to lock files, dependency groups, and updates.
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The Real Python Podcast – Episode #286: Overcoming Testing Obstacles With Python's Mock Object Library
Do you have complex logic and unpredictable dependencies that make it hard to write reliable tests? How can you use Python's mock object library to improve your tests? Christopher Trudeau is back on t...
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Why You Should Leave "Negative Comments" in Code
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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