AI & Data

The fastest-growing jobs of the decade: build with AI, read data, automate work.

Paths

Become an AI Engineer: Build and ship apps on top of large language models. No degree. A laptop and patience with Python.
Data Analyst from Zero: Turn messy spreadsheets into answers a business acts on. No degree. A laptop; Google's certificate is optional.
AI Automation for Small Businesses: Automate the busywork of a small business and charge for it. No degree. A laptop and free tool trials.

Departments

Skills

3 Cool Effects You Did NOT Think are Possible in PowerPoint | Morph (11 min, Leila Gharani, Intermediate)
Build & Sell n8n AI Agents (8+ Hour Course, No Code) (507 min, Nate Herk | AI Automation, Intermediate)
But what is a convolution? (23 min, 3Blue1Brown, Beginner)
But what is the Fourier Transform? A visual introduction. (20 min, 3Blue1Brown, Beginner)
End of An Artist's Career? A.I. Creates Art for You! - Complete Guide (23 min, PiXimperfect, Beginner)
How (and why) to take a logarithm of an image (45 min, 3Blue1Brown, Intermediate)
Let's build GPT: from scratch, in code, spelled out. (116 min, Andrej Karpathy, Beginner)
Simulating an epidemic (23 min, 3Blue1Brown, Intermediate)
You NEED to Use n8n RIGHT NOW!! (Free, Local, Private) (27 min, NetworkChuck, Intermediate)
You've Been Using AI the Hard Way (Use This Instead) (34 min, NetworkChuck, Intermediate)
But how do AI images and videos actually work? | Guest video by Welch Labs (37 min, 3Blue1Brown, Intermediate)
But what are Hamming codes? The origin of error correction (20 min, 3Blue1Brown, Intermediate)
Divergence and curl: The language of Maxwell's equations, fluid flow, and more (16 min, 3Blue1Brown, Intermediate)
How I use LLMs (131 min, Andrej Karpathy, Intermediate)
Run your own AI (but private) (22 min, NetworkChuck, Intermediate)
Solving Wordle using information theory (31 min, 3Blue1Brown, Intermediate)
SQL Course for Beginners [Full Course] (190 min, Programming with Mosh, Beginner)
Taylor series | Chapter 11, Essence of calculus (22 min, 3Blue1Brown, Intermediate)
The essence of calculus (17 min, 3Blue1Brown, Intermediate)
Transformers, the tech behind LLMs | Deep Learning Chapter 5 (27 min, 3Blue1Brown, Intermediate)
[1hr Talk] Intro to Large Language Models (60 min, Andrej Karpathy, Beginner)
Best A.I. Image Upscaler? Top 7 Software Compared! (23 min, PiXimperfect, Intermediate)
Build & Sell with Claude Code (10+ Hour Course) (600 min, Nate Herk | AI Automation, Intermediate)
But what is a Laplace Transform? (35 min, 3Blue1Brown, Beginner)
Harvard CS50’s Artificial Intelligence with Python – Full University Course (711 min, freeCodeCamp.org, Intermediate)
Reinventing Entropy | Compression is Intelligence Part 1 (32 min, 3Blue1Brown, Intermediate)
you need to learn MCP RIGHT NOW!! (Model Context Protocol) (39 min, NetworkChuck, Intermediate)
you need to learn SQL RIGHT NOW!! (SQL Tutorial for Beginners) (24 min, NetworkChuck, Beginner)
Bayes theorem, the geometry of changing beliefs (15 min, 3Blue1Brown, Intermediate)
But what is a neural network? | Deep learning chapter 1 (19 min, 3Blue1Brown, Beginner)
Deep Dive into LLMs like ChatGPT (211 min, Andrej Karpathy, Advanced)
Excel for Data Analytics - Full Course for Beginners (660 min, Luke Barousse, Beginner)
Gradient descent, how neural networks learn | Deep Learning Chapter 2 (21 min, 3Blue1Brown, Intermediate)
host ALL your AI locally (24 min, NetworkChuck, Intermediate)
Oh, wait, actually the best Wordle opener is not “crane”… (11 min, 3Blue1Brown, Intermediate)
SQL Full Course for free 🐬 (180 min, Bro Code, Intermediate)
The Physics of Euler's Formula | Laplace Transform Prelude (28 min, 3Blue1Brown, Intermediate)
Why π is in the normal distribution (beyond integral tricks) (25 min, 3Blue1Brown, Intermediate)
AI Agents, Clearly Explained (10 min, Jeff Su, Intermediate)
Binomial distributions | Probabilities of probabilities, part 1 (13 min, 3Blue1Brown, Intermediate)