Level 1 · Building the Intuition

The Predictor

Master probability, statistics and pattern analysis to build your first complete AI model using probabilistic thinking.

  • Module 02
  • 8 sub-modules
  • ~404 min
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Key learning

The subjects this module walks through, in the order the lessons teach them.

  • Importance of Probability and Statistics
  • Generalization
  • Over-Generalization (Underfitting) and Overfitting
  • Handwritten Digits
  • Probability Density
  • Normalization
  • Probability Density Points
  • Bell Curve
  • What is an AI Model?
  • Project Brief
  • Pattern Analysis
  • Methodology

Every module runs the same loop: theory → quiz → guided lab → lab quiz. See all eight modules →