Programming Tutorials

Check your understanding of the Jev AI model in Python, from OpenRouter setup and Noul cutoffs to Choice and Score answers.

Test your grasp of terminal basics. Navigate your file system, create files, use virtual environments, install packages, and track code with Git.

Compare Cursor vs GitHub Copilot by building a Python project, testing agent workflows, debugging code, and evaluating AI-assisted development.

Check your understanding of bubble sort, insertion sort, merge sort, Quicksort, and Timsort, and how Big O notation compares their efficiency.

Test your understanding of how Cursor and GitHub Copilot compare for Python across agent modes, code review, and project conventions.

Learn how to use the Claude API in Python to send prompts, control responses with system instructions, and get structured output.

Test what you learned about calling Claude from Python: the anthropic SDK, system prompts, and structured output with Pydantic.

Test your understanding of setting up a Python machine learning environment on Windows with Miniconda, Conda environments, packages, and channels.

Preview Python 3.15's frozendict: build immutable mappings you can hash, cache, and share across threads, and learn where the freeze stops.

Test your understanding of Python constants. Check how you name them, where you define them, and which ones Python actually enforces.

Test your grasp of Python 3.15's frozendict: build immutable mappings, hash them, and use them as dictionary keys.

Learn how None works as the null in Python, when to use it as a default parameter, how to test for it, and what NoneType means in your traceback.

In this step-by-step tutorial, you'll learn the fundamentals of descriptive statistics and how to calculate them in Python. You'll find out how to des

Test your understanding of recursive thinking in Python, including base cases, recursive data structures, maintaining state, and caching results.

Test your pandas basics: read tables from the web, save data to CSV, explore a DataFrame, and calculate averages in this interactive quiz.

Test your understanding of HTML and CSS basics for Python developers. Structure a page, link files, and style your site with CSS.

Learn an efficient workflow to review AI-generated code in Python: run ruff, mypy, bandit, and pytest, then catch the bugs agents get wrong.

Find out how Python's mutable and immutable types behave, and see how mutability shapes lists, tuples, dictionaries, and your own classes.

Automate exploratory data analysis by transforming DataFrames into interactive reports with one command from fg-data-profiling.

Check your understanding of installing Ollama, pulling local models, and calling the chat and generate functions from your Python code.