Describe any goal in plain language and Michi builds a personalized, step-by-step learning roadmap with curated resources in seconds.
“Learn machine learning from scratch in 12 weeks”
12-week roadmap
Personalized
5 milestones
Foundations → Capstone
25 resources
Curated · ordered · vetted
Branching paths
Alternate routes when stuck
Mapped in
6.2 seconds
Type what you want to learn and watch Michi lay out the milestones, resources, and order — then track your progress step by step as you go.
GOAL
Learn machine learning from scratch in 12 weeks
Beginner: no prior ML experience
About 6 hours a week to study
Aiming for a portfolio project
FIG. 01 · GOAL TO PROGRESS
“Goal panel, generated milestones, and the step-by-step plan — from a single sentence.”
From a new language to a new career, Michi turns any goal into a clear path. Describe it once — get a roadmap you can follow step by step.
Plus music theory, certifications, interview prep, fitness, and whatever you decide to learn next — new domains added every week.
WHAT YOU GET FROM EVERY PATH
Across tech, design, languages, music, and more.
Ordered, scoped, and sized to your level — on average.
Name a goal, pick a pace, get your path.
Goal to personalized roadmap in under a minute.
Every feature is shaped around a real moment in your learning — describing the goal, following the milestones, tracking progress, and sharing the path.
DESCRIBE YOUR GOAL
I want to become a backend engineer in six months
MICHI ASKS
Describe what you want to learn. Michi asks the right questions and infers your level, pace, and target — no curriculum planning required.
Ordered milestones from foundations to capstone, with every step in the right place — the path a great mentor would draw for you.
Vetted courses, videos, articles, and projects attached to each milestone — the best material first, in the order that actually builds on itself.
Check off steps and watch each milestone fill in. See your streak, your weekly pace, and exactly what comes next — momentum you can feel.
Check off steps · milestones fill in
Streaks and weekly pace at a glance
Always know exactly what is next
Stuck or want to go deeper? Take an alternate route — a faster track, a deep dive, or a detour around a topic — without losing your place.
ML in 12 weeks
Public link
Learn Spanish
Public link
Frontend path
Public link
Guitar basics
Public link
Publish a path with one link — for a study group, a mentee, or your future self — or start from a roadmap someone else already mapped.
Every roadmap Michi builds is graded the way a great mentor would grade it — so you follow a path that’s clear, complete, and keeps you moving.
Higher is better
Measures how clear the path is — every milestone has a purpose, the order makes sense, and you always know what to do next. No vague steps, no guessing where to start.
Higher is better
Checks coverage and rigor — the roadmap covers the foundations through the advanced topics, with curated resources and a real project, not a shallow skim of the surface.
Higher is better
Confirms the pacing keeps you moving — milestones are sized to fit your weekly time, each step builds on the last, and early wins arrive fast enough to keep you going.
THE CHECK
Across all three qualities, this roadmap scores 92/100 — ready to follow. Every check is explained, so you know exactly what to tune.
No curriculum to plan. No courses to hunt for. No idea where to start. Set goal, get roadmap, make progress.
Type what you want to learn, in plain language. No curriculum, no diagrams, no blank-page paralysis — just the goal in a sentence or two.
Michi maps the milestones, resources, and order — paced to your level and your weekly time, with curated material at every step. In seconds.
Follow the path, check off steps, and watch each milestone fill in. Branch when you need to, and share the roadmap when you are proud of it.
Piecing together courses, bouncing between tutorials, and guessing what comes next wastes weeks — and most people stall out. Michi lays the whole path in seconds, ordered and curated, every time.
WHAT MICHI HANDLES FOR YOU
Milestones in the right order
Best resource picked for each step
Progress you can actually see
A clear next step, always
Free covers a goal or two a month. Pro is for the learners mapping new goals every week who want premium resources, branching, and analytics.
For learners mapping a goal or two a month.
Start freeNo credit card required
Cancel anytime. Unlimited roadmaps, premium resources.
For learners mapping new goals every week.
Start Pro →FAQ · STRAIGHT ANSWERS
Everything you’d want to know about roadmaps, milestones, resources, and pricing. Tap a question to expand.
Tell Michi your goal in plain language and it generates an ordered learning path — milestones, steps, and curated resources — tuned to your level and the time you have.
READY WHEN YOU ARE
Name your goal, get a personalized, step-by-step learning roadmap in seconds. Free for 3 roadmaps a month. No card required.
Your goals and roadmaps are scoped to your account — never used to train models.