Supervised or Unsupervised?

Classify realistic machine learning problems, uncover essential clues, build confident reasoning, earn achievements, and master supervised, unsupervised, and reinforcement learning decisions through interactive challenges.

How to play

Read the scenario card. Drag it onto a learning zone, or select a zone with your keyboard. Use clues carefully because each clue reduces the available score.

Saved progress

Best score0
Level1
XP0
Badges0
Played0
Score0
Question0/0
Streak0
Lives3
Time--

Configure a mode, then start the game.

Keyboard: press 1 for supervised, 2 for unsupervised, or 3 for reinforcement. Press H for a clue.

Learning reference

Supervised learning

Learns from examples containing known targets.

  • Classification
  • Regression
  • Forecasting
  • Ranking

Unsupervised learning

Discovers patterns without supplied target labels.

  • Clustering
  • Dimensionality reduction
  • Topic modelling
  • Anomaly detection

Reinforcement learning

Learns actions through rewards and penalties.

  • Agent
  • Environment
  • Actions
  • Policy
  • Cumulative reward

Session review

#ScenarioYour choiceCorrect typeResultTimeConfidence
Complete a round to build your review.

Frequently asked questions

How do I identify supervised learning?

Look for historical examples containing known target values or labels.

How do I identify unsupervised learning?

Look for discovery, grouping, compression, or unusual-pattern detection without reliable labels.

How do I identify reinforcement learning?

Find an agent choosing actions, receiving rewards, and influencing future states.

Can one business system use several learning types?

Yes. A system may predict outcomes, discover segments, and optimize decisions separately.

What happens when I use a clue?

The clue reveals a decisive signal, but the question earns fewer points.

What does confidence scoring measure?

It compares certainty with correctness and highlights possible overconfidence.

Does the game save progress?

Scores, experience, badges, settings, and custom scenarios use browser storage.

Can teachers add scenarios?

Yes. Use the custom scenario builder to add local question cards.

What is survival mode?

You begin with three lives and lose one after each incorrect classification.

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Important Note: All the Calculators listed in this site are for educational purpose only and we do not guarentee the accuracy of results. Please do consult with other sources as well.