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CodeSignal

Introduction to Linear Algebra for Machine Learning

via CodeSignal

Overview

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Linear algebra is the backbone of deep learning. This course provides a fundamental understanding of vectors, matrices, and their operations, which are essential for building and optimizing complex machine learning models.

Syllabus

  • Lesson 1: Basics of Vectors and Matrices
  • Lesson 2: Basic Vector Operations
  • Lesson 3: Basic Matrix Operations
  • Lesson 4: Dot Product and Matrix Multiplication
  • Lesson 5: Determinant and Linear Dependency

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