ADAPTIVE PRACTICE FOR AI & ML

Master knowledge,
not just information.

Memnio finds what you already know, then drills you with AI-generated questions pitched at your level — until you've genuinely mastered every concept.

Get it on Google Play iPhone app coming soon

Free to start · See how it works →

HOW IT WORKS

From “I watched the course” to “I know this”

Three steps from passive learning to understanding you can prove.

01 · CHOOSE

Pick a course

13 courses across AI and machine learning — from ML fundamentals to RAG systems and agentic AI.

02 · PLACE

Take a short placement quiz

One question at each difficulty level shows where you stand, so you skip what you already know.

03 · MASTER

Practise until it sticks

Questions adapt to every answer. A concept counts as mastered only once you get it right at full difficulty.

ADAPTIVE ENGINE

Questions that meet you at your edge

Memnio estimates how well you know every concept from your answers. Get them right and the questions get harder; struggle and it steps back to fill the gap. Mastered concepts come back for review at growing intervals — 1, 3, 7, 21 days and beyond — so they stay mastered.

13
courses in AI & ML
330+
concepts to master

SPACED REVIEW

SAMPLE QUESTION

99% accuracy on training data, 71% on validation. Most likely cause?

Tap to see the answer →

ANSWER · OVERFITTING

The model memorised its training data instead of learning patterns that generalise.

↺ Tap to flip back

🔥 Practice streak 28 days

WHAT'S IN THE APP

Built for learning that sticks

13 courses in AI & machine learning

From the fundamentals to building with LLMs — each course is a map of concepts, ordered by what builds on what.

  • Machine Learning Fundamentals
  • Deep Learning Fundamentals
  • LLMs 101
  • LLM Fundamentals
  • Prompting 101
  • RAG Systems
  • Fine-Tuning & Adaptation
  • LLM Evaluation & Guardrails
  • AI Agents 101
  • Agentic AI
  • Production ML / MLOps
  • AI Strategy 101
  • Responsible AI 101

An explanation for every answer

Right or wrong, see why the correct answer is right — and why the one you picked isn't.

Mastery map

See every concept in a course: what's mastered, what you're learning and what's due for review.

Spaced review

Mastered concepts come back at growing intervals, so what you learn doesn’t fade.

Prerequisites first

Each course is a map of concepts and what they build on, so you never get questions you aren’t ready for.

PRICING

Start free. Upgrade when you're ready.

Free

Free

No card needed

  • One course of your choice
  • Placement quiz
  • The first 5 concepts of your course
  • Up to 5 practice sessions a day
  • Explanations for every answer

Start mastering
what matters.

Find out what you really know — and master the rest.

Get it on Google Play iPhone app coming soon