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. you get a sequence that builds on itself instead of a pile of bookmarks.
← 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
before & after
learning ai/ml from scratch
beforea pile of bookmarks and no idea what order to learn in
afterany topic becomes an ordered path that builds on itself
theory with nothing to run
beforearticles to read, no code to try
afterevery module pairs the best resource with runnable code
stale or broken links
beforetutorials that 404 or teach last year's api
afterpaths grounded in live web search so links stay current
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.
- comparisonThe 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.