Linear Algebra and Learning from Data

• Title Page and Table of Contents
• I.1 - Multiplication of Ax Using Columns of A
• I.2 - Matrix Matrix Multiplication AB
• VII.1 - The Construction of Deep Neural Networks
• VII.2 - Backpropagation and the Chain Rule
• Counting Parameters in the Basic Factorizations