Kostenloser Begleitkurs

Eigenvectors and Eigenvalues

Concepts in Linear Algebra

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Über diesen Kurs

One of the most interesting topics to visualize in Linear Algebra are Eigenvectors and Eigenvalues. Here you will learn how to easily calculate them and how they are applicable and particularly interesting when it comes to machine learning implementations.

Ca. 1 weeks

Rich Learning Content

Interactive Quizzes

Taught by Industry Pros

Self-Paced Learning

Student Support Community

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Dieser kostenlose Kurs ist der erste Schritt auf dem Weg zu einer neuen Karriere mit dem Programm.

Kostenlose Kurse

Eigenvectors and Eigenvalues

Erweitere deine Fähigkeiten und Karriere durch innovatives und unabhängiges Lernen.

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Ortal Arel

Ortal Arel



To easily understand this class you will need to have mathematical background in Linear Algebra. Refresh your memory or go over the topics of Linear transformation , Determinants And a System of linear equations before beginning.

Detaillierte technische Voraussetzungen

Was spricht für diesen Kurs?

In the computational world of AI you will often encounter enormous amounts of data that needs to be processed. Often, the data volume will be so large that you will need to use some form of data reduction technique. Eigen-concepts are a big part of the mathematical background needed to understand a useful data reduction tools, called
Principal Component Analysis (PCA).

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