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ProofNPixelAI
Compete · Course track

Prepare for the AI Olympiad. Perform on the day.

Compete is teacher-led preparation for the Indian AI Olympiad (INAIO) and the path beyond it — taught in regular classes and intensive workshops, online or in person.

Workshops & regular classes · Online or in person

Regular classes

Weekly sessions across a term with homework on the Practice platform.

Workshops

Short intensives before key rounds: strategy, practicals, mocks.

Online or in person

Live online batches anywhere, or in-person where we run them.

Practice included

Every Compete student gets the Practice platform alongside class.

The pathway

From first principles to competition-ready.

Students join at the stage that fits — the AI Prep Test helps us place you — and move on when they’ve shown the skills, not just attended the classes.

  1. 01Start here

    Foundations

    Reasoning, functions, counting and probability. Python from scratch to writing and debugging small programmes independently.

    • Solve unfamiliar problems and explain why
    • Write and debug Python on your own
  2. 02Build depth

    Core machine learning

    Working with data. Decision trees, ensembles and neural-network basics. Training, testing, overfitting and leakage.

    • Train and evaluate a model honestly
    • Explain where and why models fail
  3. 03Perform

    INAIO preparation

    Timed problem-solving in the Olympiad’s format, strategy for each section, and full mock rounds reviewed with a teacher.

    • Pace yourself under exam conditions
    • Turn weak areas into reliable marks
  4. 04Go further

    Practicals & beyond

    Hands-on, notebook-style ML problems and harder theory for students progressing to later selection stages.

    • Solve practical ML tasks end to end
    • Prepare for later-stage selection

How we teach

Teachers who care how you got there.

Explain, don’t memorise

We review your reasoning, code and experiments — not just the final answer.

Exam-day habits

Timing, triage and checking strategies practised until they’re automatic.

Mock rounds, reviewed

Full mocks followed by one-on-one style feedback on what to fix next.

Class + platform

Each lesson is paired with drills on the Practice platform on exactly what was taught.

Aligned to the calendar

Workshops are timed around the Olympiad’s rounds so you peak when it counts.

Clear updates for parents

Regular, plain-language notes on what your child can now do and what needs work.

An honest note

ProofNPixel AI is independent and not affiliated with INAIO or IOAI. Olympiad registration, eligibility and selection are handled by the official organisers, and no course can guarantee a result. What we promise is serious, well-taught preparation.