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Home > PHASE 1: Math Foundations (Absolute Must) 1️⃣ Linear Algebra (CORE of AI) Learn slowly. This runs ev

PHASE 1: Math Foundations (Absolute Must) 1️⃣ Linear Algebra (CORE of AI) Learn slowly. This runs ev

1️⃣ Linear Algebra (CORE of AI)

Learn slowly.

Understand the basics of vectors

Learn about vector operations (addition, scalar multiplication)

Study matrices and their properties

Master matrix operations (addition, multiplication)

Explore special types of matrices (identity, diagonal, symmetric)

Familiarize yourself with determinants and their significance

Understand eigenvalues and eigenvectors

Explore matrix factorization techniques (LU, QR)

Study linear transformations and their geometric interpretations

Apply linear algebra concepts to real-world problems in AI

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