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๐Ÿ“• Ch 1/5
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ML RACING

Train to Win
๐Ÿ“˜ Topic: Machine Learning
5 Chapters ยท 25 Checkpoints ยท Badge Reward
  • 1 ยท ML Basics โ€” supervised, unsupervised, features & labels
  • 2 ยท Data & Features โ€” pandas, targets, missing data, scaling
  • 3 ยท Models & Training โ€” fit, predict, regression, bugs
  • 4 ยท Model Evaluation โ€” accuracy, overfitting, splits, recall
  • 5 ยท Real-World ML โ€” KNN, neural nets, bias, drift
๐Ÿ Drive through checkpoints โ†’ ๐Ÿง  Solve the ML challenge โ†’ โœ… Correct = boost + coins + XP ยท โŒ Wrong = lesson + hint + retry (never game over!)
Best 0 ยท XP 0 ยท Coins 0 ยท Checkpoints 0/25
๐Ÿ“˜ Chapter 1 ยท BasicsCheckpoint 1/25

Lesson

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COURSE COMPLETE!

๐Ÿ… Machine Learning Explorer Badge Unlocked
5/5Chapters
25/25Checkpoints
0Best Score
0Total XP
0Coins
0โญ Stars
Concepts covered: supervised vs unsupervised ยท features & labels ยท fit / predict ยท accuracy & overfitting ยท bias & drift

๐Ÿ’ฅ CRASH!

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