marimo-team

marimo-team / modernaicourse

Public

A companion to CMU professor Zico Kolter's Intro to Modern AI. Learn the basics of machine learning, then train your own LLM from scratch.

modernaicourse.org ai deep-learning llm machine-learning neural-network
51
4
100% credibility
Found Feb 07, 2026 at 14 stars 4x -- GitGems finds repos before they trend. Get early access to the next one.
Sign Up Free
AI Analysis
Python
AI Summary

Companion materials for an introductory university course on modern AI, featuring interactive online notebooks for exploring concepts like supervised learning and linear algebra, plus homework assignments to practice building basic AI models.

How It Works

1
🎓 Discover the free AI course

You hear about a beginner-friendly online class from a university professor that teaches how to build AI chatbots from scratch, no experience needed.

2
🌐 Visit the course website

You go to the course page with video lectures, discussion group, and ready-to-use lesson files.

3
🖥️ Open interactive lessons online

With one click, lessons pop up in your browser where you can play with examples like teaching a computer to spot cats versus dogs in photos.

4
📖 Learn core ideas hands-on

You watch short videos and experiment with building blocks like math for AI and simple picture classifiers right in the lessons.

5
✏️ Tackle fun homework challenges

You fill in simple code blanks for tasks like finding prime numbers or classifying handwritten digits, seeing instant feedback.

6
✅ Test and submit your work

Run checks to see if your solutions work perfectly, then send them off for automatic grading.

🚀 Build your own AI chatbot

You now understand the basics of modern AI and can create and train your own simple language model, ready for more advanced adventures.

Sign up to see the full architecture

5 more

Sign Up Free

Star Growth

See how this repo grew from 14 to 51 stars Sign Up Free
Repurpose This Repo

Repurpose is a Pro feature

Generate ready-to-use prompts for X threads, LinkedIn posts, blog posts, YouTube scripts, and more -- with full repo context baked in.

Unlock Repurpose
AI-Generated Review

What is modernaicourse?

This GitHub companion repo pairs with CMU professor Zico Kolter's Intro to Modern AI course, delivering interactive Python notebooks to learn machine learning basics, supervised learning, linear algebra, and PyTorch hands-on. Users start with simple classifiers like cat vs. dog images, build to vector ops and matrix multiplies, and progress toward training LLMs from scratch—no prior AI experience needed. Run notebooks instantly online via molab links or locally with marimo, complete with autograded homework and ties to free YouTube lectures and Discord.

Why is it gaining traction?

It demystifies LLMs by breaking them into bite-sized, executable steps synced to weekly course updates, unlike scattered tutorials or dense theory books. Interactive UIs visualize concepts like linear maps and predictions, with mugrade for instant feedback on basics like primes or poly ops. Developers hook on the structured path from zero ML knowledge to custom LLM training, all in editable notebooks.

Who should use this?

Aspiring ML engineers or data scientists new to the field, especially those eyeing LLM internals without a PhD. Self-learners shadowing Kolter's modern AI course for a free, guided ramp-up. Python devs dipping into PyTorch via practical homework like manual matmul or MNIST zero/one classification.

Verdict

Promising starter for modern AI course basics and LLM learning, but immaturity shows in 18 stars and 1.0% credibility score—docs are clear, yet it's early and updating weekly. Grab it if you're patient with nascent projects and want structured, no-fluff intros.

(198 words)

Sign up to read the full AI review Sign Up Free

Similar repos coming soon.