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.

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Real Python

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 ...

Working With Python's deque: Getting Started & Popping/Appending Items Efficiently

Real Python

Quiz: Your Guide to the CPython Source Code

Real Python

Test your grasp of the CPython source code, from bytecode and memory management to frames and generators. Based on the CPython 3.8 walkthrough.

Programming in the AI Era: Real Python Office Hours

Real Python

Join us for a live Office Hours where we discuss how programming is changing in this age of AI, and how programmers need to adapt, too

Every Failed Attempt to Kill the Python GIL

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Quiz: How to Use Claude Code to Write and Debug Python

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Test your understanding of Claude Code by working through installation, plan mode, diff review, and debugging a Python project.

How to Use Claude Code to Write and Debug Python

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Learn how to use Claude Code to build and debug Python projects with natural-language commands right from your terminal.

Quiz: How to Review AI-Generated Python Code Efficiently

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Test your understanding of how to review AI-generated Python code, from automated checks to the bugs that coding agents get wrong most often.

Python Data Classes: Write Less Boilerplate Code

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Working With Python's deque

Real Python

Learn how to use Python's deque to efficiently append and pop items from both ends, build queues and stacks, and set maxlen for bounded history.

Quiz: Working With Python's deque

Real Python

Test your understanding of Python's deque. Practice fast appends and pops at both ends, building queues and stacks, and setting maxlen.

Quiz: Arduino With Python: How to Get Started

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Check your understanding of using Arduino with Python. Practice setting up circuits, using the Firmata protocol, and controlling inputs and outputs.