Your path to understanding AI starts here.
Learn how AI really works, from the first principles to the systems shaping our world. One connected idea at a time.
What are you curious about?
Language models
How does a language model turn a prompt into a response?
Image generation
How can a model create an image from noise and a description?
Video generation
How can a generator keep objects and events consistent across frames?
Speech & audio
How does a system recognize speech and generate sound?
Robotics
How does a robot connect sensing, planning, and control?
Computer vision
How does a system recognize and locate objects in an image?
Agents & tool workflows
How does an agent choose, execute, and check a tool action?
Search & grounded answers
How does a system retrieve evidence and use it in an answer?
Prediction & anomaly detection
How does a predictor learn from examples and flag unusual cases?
Time-series forecasting
How can a system predict future values without using future information?
Recommender systems
How does a system rank items and learn from the choices it influences?
Games, planning & decisions
How does a system choose actions whose consequences unfold over time?
Scientific AI
How can learned models support simulation and scientific discovery?
Multimodal systems
How does a model connect words, pictures, sound, and other observations?
Edge & alternative computing
How can AI run under device limits, and when do alternative architectures help?
Fast decision models
How can a model make fast, typed decisions that software can act on?
16 system paths, with shared foundations and optional extensions. Explore all 39 modules, math side lessons, and projects in the full draft curriculum.
Your understanding carries forward.
What you demonstrate in one path counts in the next. Explore a new system without repeating foundations you already know.