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Wolfram U

Introduction to Linear Algebra: Wolfram U Interactive Course

via Wolfram U

Overview

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Master the fundamentals of linear algebra and be prepared for courses in data science, engineering and more. Concise videos, problem sessions, exercises, quizzes and final exam in an easy-to-use interface.

Get a comprehensive introduction to fundamental concepts in linear algebra with these video lessons and interactive notebooks. Follow along with the examples in the Wolfram Cloud and use the material to prepare for courses in data science, engineering and other fields. The course starts with linear equations and matrices, followed by determinants and eigenvalues, and then moves on to inner products and the singular value decomposition. Application sessions are included to show uses of linear algebra in the real world. Exercises and quizzes are provided for self-paced assessment. Wolfram AI Course Assistant is available for this interactive course.

Syllabus

  • Solve linear systems of equations
  • Compute products and inverses of matrices
  • Use determinants to solve linear systems
  • Work with eigenvalues and eigenvectors
  • Calculate least-squares approximations
  • Apply the singular value decomposition

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