path·ai
curated paths through ai/ml
path·ai turns any ai/ml topic into an ordered path of modules. Pick a curated focus — computer vision, nlp, generative ai, reinforcement learning — or type any topic, and you get a sequence that builds on itself instead of a pile of bookmarks.
Every module pairs the best thing to read or watch with code you can run, then a short checkpoint. Generated paths are grounded in live web search so the links stay current. Free, no account.
← choose a different focus
computer vision fundamentals
a practical route from your first image classifier to modern detection, segmentation, and transformers — with code you can run today.
4 modules · 8 curated resources · checkpoint per module
learn
build
how it works
- 01
pick a focus
Choose a curated track or type any ai/ml topic.
- 02
get your path
Get ordered modules, each with a resource and runnable code.
- 03
learn it, prove it
Work through the code and pass each module's checkpoint.
a look inside
a few of the screens you'll actually use.
- ordered learning paths
- best resource + runnable code
- free · no account
generate
what do you want to learn?
pick one sub-field to start. you'll get an ordered path of modules — each with the best resource and runnable code.
fresh paths are built with live web search, so links stay current.
or start with a curated path
computer vision
teach machines to see
nlp & the transformer
language, end to end
generative ai
models that create
reinforcement learning
learning by doing
your ai/ml research navigator
cut through the noise. find your path.
the research landscape moves fast. path·ai gives you an ordered route through any ai/ml topic — best resource and runnable code, in order.
free · no account · 4 curated paths and counting
how it works
pick a focus
computer vision, nlp, generative ai, or rl.
get a curated path
ordered modules, each with a resource + code.
learn it, prove it
run the code, pass the checkpoint.
path·ai guides
Ways to use path·ai, and how it compares.
- comparisonA machine learning roadmap that actually links the resources — in orderMachine learning roadmap as an ordered path: path·ai links the best free resource and runnable code to every step. Free, no account.
- how toHow to learn machine learning for free, in the right order, with code at every stepHow to learn machine learning without a paid course: follow an order and build with code. path·ai's free ordered paths give you both, step by step.
- how toWhat order should you learn machine learning in?What order to learn machine learning: Python and math, classic ML, deep learning, then a specialisation — and how path·ai encodes that sequence for you.
- use caseHow to learn LLMs and transformers without skipping the foundationsHow to learn LLMs: path·ai orders the path through tokens, embeddings, attention, transformers, and fine-tuning, with a resource and code at each step.
- use caseLearn AI for free — no account, no paywall, just an ordered pathLearn AI for free: the best resources already cost nothing. path·ai orders them into a free, no-account path with runnable code and checkpoints.
- comparisonpath·ai vs roadmap.sh: a topic graph or an ordered, resource-linked path?path·ai vs roadmap.sh: roadmap.sh maps what to learn; path·ai turns each node into an ordered module with a resource, runnable code, and a checkpoint.