Hey ambitious devs, this weekend you should expand your skills by building your own LLM from scratch with Python. 🐍
freeCodeCamp just dropped a 6-hour intermediate course on this. Here are this week's five freeCodeCamp resources that are worth your time:
1. freeCodeCamp just published an in-depth Python course that will walk you through training your own Large Language Model. If you have some basic programming skills and want to get deeper into Machine Learning, this is an excellent place to start. You'll learn about key concepts like Reward Modeling, Supervised Fine-Tuning, Mixture-of-Experts Layers, RMSNorm, RoPE, KV caching, and more. Dive in. (6 hour YouTube course):
freecodecamp.org/news/code-a…
2. We also published a Python course that will help you build production-ready AI systems. This no-nonsense course will take you step by step through building a sophisticated data pipeline that scrapes training data, cleans it up, and ensures its integrity before feeding it into your model. I love this dude's relentless teaching style. (2 hour YouTube course):
freecodecamp.org/news/build-…
3. On this week's freeCodeCamp podcast I interview Ihechikara Abba, a software engineer with a Chess Elo of 2285, which puts him among top players. We talk about his recent freeCodeCamp course on checkmate patterns, and how improving your chess game can also improve your programming. He also shares tips for getting into embedded systems development with Arduino. (1 hour watch or listen in your favorite podcast app):
freecodecamp.org/news/learn-…
4. freeCodeCamp also published a course on building advanced AI agents. You'll use Python to implement interactive voice agents and intelligent research assistants. This course will even expose you to multi-agent workflows. You'll use sample codebases and popular tools like LangChain and LiveKit to code along at home. (1 hour YouTube course):
freecodecamp.org/news/how-to…
5. Memory leaks are one of the most common performance issues with React apps. This JavaScript tutorial will walk you through the most common ways they afflict your apps. Then it'll equip you with the tools you need to track memory leaks down and fix them. It's chock full of code examples for Event Listeners, Timers, Subscriptions, and Async Operations. (15 minute read):
freecodecamp.org/news/fix-me…
These are just some of the many open source learning resources the freeCodeCamp community published this week. As you may know, we also launched daily coding challenges, which you can solve in Python or JavaScript – right inside the freeCodeCamp iPhone/Android app. We've got a lot of pots cooking, with tons more courses on the way. Please consider joining the 10,881 kind folks who support our charity and our mission:
freecodecamp.org/donate
Quote of the Week:
“If you don't like playing the social media game, contributing code to open source projects can serve as an alternative to building up a social media presence.” — Software Engineer Ihechikara Abba on this week's freeCodeCamp podcast
Happy coding.