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1.2 Mathematics for AI

Beginner · 4 articles · MODULE 1: FOUNDATIONS

Linear Algebra for AI

Tutorial · Beginner · 30 min

Vectors, matrices, eigenvalues, SVD, PCA.

MathLinear Algebra

6 practice Qs

By: Anacodic Team

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Probability & Statistics

Tutorial · Beginner · 25 min

Distributions, Bayes, hypothesis testing.

MathStatistics

5 practice Qs

By: Anacodic Team

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Calculus for ML

Tutorial · Beginner · 20 min

Derivatives, gradients, chain rule, optimization.

MathCalculus

4 practice Qs

By: Anacodic Team

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Information Theory

Tutorial · Beginner · 15 min

Entropy, cross-entropy, KL divergence.

MathInformation Theory

3 practice Qs

By: Anacodic Team

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