Coursera Certificate 0

Linear Algebra from Elementary to Advanced

Name: Linear Algebra from Elementary to Advanced
Price: 49 USD
Availability: InStock

Johns Hopkins University

About this course

This specialization is a three course sequence that will cover the main topics of undergraduate linear algebra. Defined simply, linear algebra is a branch of mathematics that studies vectors, matrices, lines and the areas and spaces they create. These concepts are foundational to almost every industry and discipline, giving linear algebra the informal name "The Theory of Everything". This specialization assumes no prior knowledge of linear algebra and requires no calculus or similar courses as a prerequisite. The first course starts with the study of linear equations and matrices. Matrices and their properties, such as the determinant and eigenvalues are covered. The specialization ends with the theory of symmetric matrices and quadratic forms. Theory, applications, and examples are presented throughout the course. Examples and pictures are provided in low dimensions before abstracting to higher dimensions. An equal emphasis is placed on both algebraic manipulation as well as geometric understanding of the concepts of linear algebra. Upon completion of this specialization , students will be prepared for advanced topics in data science, AI, machine learning, finance, mathematics, computer science, or economics.

83/100

CourseAsk score

What the provider tells you: 32/45
Who stands behind it: 35/35
How complete the listing is: 16/20

Scores how much the provider publishes and who stands behind it — not how well it is taught.

What you'll learn

understand and manipulate linear equations and matrices
calculate and interpret determinants and eigenvalues
grasp the concepts of symmetric matrices and quadratic forms
apply linear algebra concepts to real-world applications in data science and AI

Machine Learning #data science #ai #mathematics #linear algebra #vectors #matrices #determinants #eigenvalues #symmetrical matrices #quadratic forms #geometric interpretation

$49.00

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