A comprehensive introduction to fundamental concepts in linear algebra, including 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. Earn a certificate of course completion by watching all lesson and application session videos and completing the quizzes with a passing grade. Level I certification in linear algebra is awarded to those who meet the completion requirements and also pass the course final exam.
You'll Learn To
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
ABOUT THIS INTERACTIVE COURSE
It's free and easy to get started with open interactive courses using the Wolfram Cloud—sign in with your Wolfram ID or create one. No plan is required. This full interactive course includes video lessons and applications, quizzes, a scratch notebook and a final exam, all in an easy-to-use interface. A certificate of course completion and Level I certification in linear algebra is available. From the interactive course, click on Track My Progress to chart your certification progress as you go. Recommended best practice for completing this interactive course is to start with Lesson 1, progressing through the video lessons and applications and taking each quiz in the order it appears in the table of contents.