Eigenvectors and Eigenvalues

BY
Udacity

Learn the fundamental and sophisticated theories and approaches relating to eigenvectors and eigenvalues from the ground up.

Lavel

Beginner

Mode

Online

Fees

Free

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study
Mode of Delivery Video and Text Based

Course overview

Eigenvalues are a unique set of scalar values connected to a system of linear equations that are most likely seen in matrix equations. The characteristic components are another name for the eigenvectors. After applying linear transformations, it is a non-zero vector that can only be altered by its scalar factor. Eigenvectors and Eigenvalues online certification was developed by Ortal Arel, a certified instructor, and is made available through Udacity.

Eigenvectors and Eigenvalues online course highlights the essential technical abilities that employers seek in their employees and is geared at individuals who want to learn how technology is changing industries. Eigenvectors and Eigenvalues online training covers topics like linear transformation, characteristic equations, matrices, and principal component analysis in addition to teaching people how to compute the eigenvalue and eigenvector and explaining how they are useful and interesting when used in machine learning applications.

The highlights

  • Certificate of completion
  • Self-paced course
  • Video lectures
  • Taught by industry experts

Program offerings

  • Online course
  • Rich learning content. interactive quizzes
  • Practice exercises
  • Accessible on mobile devices

Course and certificate fees

Type of course

Free

certificate availability

No

What you will learn

Machine learning

After completing the Eigenvectors and Eigenvalues certification course, individuals will develop a better understanding of the mathematical concepts of linear equations including eigenvectors and eigenvalues. Individuals will explore the principles of linear transformation and characteristic equations of a matrix. In addition to studying the analysis of the fundamental components, individuals will also learn about the functions of eigenvectors and eigenvalues in machine learning operations.

The syllabus

Lesson 1: Eigenvectors and Eigenvalues

Instructors

Ms Ortal Arel

Ms Ortal Arel
Professor
Freelancer

Ph.D

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