Learn to Build AI Projects — A Beginner's Watchlist
The videos I'd send anyone who wants to build with AI but doesn't know where to start. Beginner to intermediate, all hands-on.
You don't need a CS degree or a paid course to build your first AI agent. These five tutorials take you from complete beginner to shipping a real project. Start with #1 if you've never touched code, or jump ahead if you're ready for something meatier.
I've ordered them by difficulty, so you can work straight down the list. Each one ends with something you actually built, not just notes you'll never look at again.
1. From Zero to Your First AI Agent in 25 Minutes (No Coding)
Level: No-code · Time: ~25 min
What you'll build: A working AI agent from scratch; no code, no setup headaches. This is the "oh, I can actually do this" video. Watch it first even if you plan to learn Python later, because seeing the whole thing click makes everything after it easier.
▶️ Watch here
2. Python AI Projects for Beginners — Full Tutorial
Level: Beginner
What you'll build: Your first hands-on AI projects in Python. This is where you get comfortable actually writing the code behind the tools you just watched come together. The best next step once #1 has you hooked.
▶️ Watch here
3. Building AI Agents That Actually Work (Full Course)
Level: Intermediate
What you'll build: Agents that hold up outside of a demo. This full course goes past the toy examples and into the patterns that make agents reliable, the stuff most beginner tutorials skip.
▶️ Watch here
4. Unique AI Projects (Beginner to Intermediate)
Level: Beginner → Intermediate · Covers: Python, LangChain, RAG, OpenAI, ChatGPT, chatbots
What you'll build: A spread of projects that introduce the core tools you'll keep using, especially LangChain and RAG. Great for filling in the gaps and finding a project idea that actually excites you.
▶️ Watch here
5. Build a Complete End-to-End GenAI Project in 3 Hours
Level: Intermediate · Time: ~3 hrs
What you'll build: One full GenAI project, start to finish. Set aside a weekend for this one, it's the capstone. By the end you'll have something real enough to put in a portfolio or show off.
▶️ Watch here
How to use this list
Watch #1 first to see the whole thing click. Move to #2 to get comfortable writing Python. Then use #4 to meet the core tools (LangChain, RAG), and finish with a full build — #3 for reliable agents or #5 for a complete end-to-end project. Don't just watch. Pause, build alongside, and finish with something that runs.
Building something from these? Tag @compskyy — I'd love to see what you ship. 🚀