The best free places to go deeper into what we learn in class. All beginner-friendly, all in simple English.
The waiter, the kitchen, the whole restaurant β everything from lesson 1, explained slowly.
youtube.com β YouTube Β· Andrej KarpathyHow LLMs really work, from one of the people who built them. Watch after lesson 2.
youtube.com β YouTube Β· freeCodeCampFeeling rusty? This giant free course refreshes all the JS we lean on this year.
youtube.com β YouTube Β· FireshipMongoDB, APIs, TypeScript β each explained in 100 fun seconds. Search "Fireship 100 seconds" + any word from our glossary.
youtube.com/@Fireship βA full free certificate, in your browser, at your own pace. The JS muscles behind our agents.
freecodecamp.org/learn β Frontend MastersHTML, CSS and JS from zero β the same site the pros pay for, this part is free.
frontendmasters.com/bootcamp β MongoDB UniversityShort official lessons on collections, documents and queries β lesson 1, but deeper.
learn.mongodb.com β DeepLearning.AIAndrew Ng's short free courses β agents, prompting, RAG. For when you want the next level.
deeplearning.ai/courses βTry-it-yourself boxes for everything we touch in class:
The language of our whole year. Every page has a Try It editor.
w3schools.com/js β W3SchoolsThe format APIs and Mongo documents speak. Lesson 1 material.
w3schools.com/js/js_json_intro β W3SchoolsCollections, documents, find and insert β practice our database moves.
w3schools.com/mongodb β W3SchoolsOur Studio code uses a light touch of TypeScript β here's what those types mean.
w3schools.com/typescript βOur coding agent β install, commands, tips.
opencode.ai/docs β docscreateAgent, tools, multi-agent β the library we build with.
js.langchain.com β docsHow we describe data shapes so agents understand tools.
zod.dev β GitHubOur reference project β the agent lessons we follow in class.
github.com/nirkaufman β guideHow pros write prompts. RTOC's big sister.
promptingguide.ai β playgroundPaste text, see the tokens. Lesson 2's "aha!" moment.
platform.openai.com/tokenizer β playgroundA real API you can open in the browser. GET pikachu!
pokeapi.co β mapAndrew Ng's map of AI skills β see how far you already are.
x.com/AndrewYNg βPick one thing that made you curious this week. Spend 20 minutes on it. Tell us about it at "Explain to me". That's it β curiosity over homework, always.