The mathematical backbone of machine learning. Dot products, matrix multiplication, and eigendecomposition form the language of models.
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The optional multiple-choice concept check tracks your understanding. Browse the coding problems below, then sign in when you're ready to solve them.
Matrix Multiplication
~12 min· Easy
Gram Matrix (AᵀA)
Cosine Similarity
~15 min· Easy