ML Prep

Mathematics Diagnostic

Sample the four mathematics topics before choosing focused practice.

Instructions

  1. Work without notes or symbolic software.
  2. Record a first attempt before opening any answer or official solution.

Ordered items

  1. Matrix fundamentals under time pressureLinear Algebra · 8 min
  2. Jacobian and chain ruleCalculus · 10 min
  3. Counting, total probability, and independenceProbability · 7 min
  4. Bias, variance, MSE, and consistencyStatistics · 7 min
  5. Projection matrix as geometry and spectrumLinear Algebra · 15 min
  6. Maximum likelihood estimation from a densityStatistics · 12 min

Completion

Use missed skills to choose the corresponding topic practice set.

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