Machine Learning Visualized This is a series of Jupyter notebooks that help visualize the algorithms that are used in machine learning. Learn more about neural networks, regression, k-means clustering, and more. GAVING HUNG
Reassessing the LLM Landscape & Summoning Ghosts What are the current techniques being employed to improve the performance of LLM-based systems? How is the industry shifting from post-training towards context engineering and multi-agent orchestration? This week on the show, Jodie Burchell, data scientist and Python Advocacy Team Lead at JetBrains, returns to discuss the current AI coding landscape. REAL PYTHONpodcast
Security Best Practices Featuring uv and pip This collection of security practices explains how to best use your package management tools to help avoid malicious packages. Example: implement a cool-down period; most malicious packages are found quickly, by not installing on the day of a release your chances of getting something bad go down. GITHUB.COM/LIRANTAL
Beyond Basic RAG: Build Persistent AI Agents Master next-gen AI with Python notebooks for agentic reasoning, memory engineering, and multi-agent orchestration. Scale apps using production-ready patterns for LangChain, LlamaIndex, and high-performance vector search. Explore & Star on GitHub → ORACLEsponsor
The Economics of Software Teams Subtitled “Why Most Engineering Organizations Are Flying Blind”, this article is a breakdown of what software development teams actually cost, what they need to generate to be financially viable, and why most organizations have no visibility into either number. VIKTOR CESSAN
OWASP Top 10 (2025 List) for Python Devs The OWASP Top 10 is a list of common security vulnerabilities in code, like SQL injection. The list has recently been updated and Talk Python interviews Tanya Janca to discuss all the big changes this time around. TALK PYTHONpodcast
Textual: An Intro to DOM Queries The Textual TUI framework uses a tree structure to store all of the widgets on the page. This DOM is query-able, giving you the ability to find widgets on the fly in your code. MIKE DRISCOLL