Linear Algebra, Data Science, and Machine Learning
Linear Algebra, Data Science, and Machine Learning
Linear Algebra, Data Science, and Machine Learning
Linear Algebra, Data Science, and Machine Learning
Linear Algebra, Data Science, and Machine Learning
Linear Algebra, Data Science, and Machine Learning
Linear Algebra, Data Science, and Machine Learning
Linear Algebra, Data Science, and Machine Learning
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Linear Algebra, Data Science, and Machine Learning

Linear Algebra Data Science and Machine Learning

by Jeff Calder

Hardback

English

Delivery

Usually delivered in 6\u20137 working days.

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Book details

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Author: Jeff Calder

Title: Linear Algebra Data Science and Machine Learning

Format: Hardback

Language: English

Publisher: Springer

Publication year: 2025

ISBN-13: 9783031937637

ISBN-10: 3031937635

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Description

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Preface.- 1 Vectors.- 2 Inner Product, Orthogonality, Norm.- 3 Matrices.- 4. How Matrices Interact with Inner Products and Norms.- 5 Eigenvalues and Singular Values.- 6 Basics of Optimization.- 7 Introduction to Machine Learning and Data.- 8 Principal Component Analysis.- 9 Graph Theory and Graph-based Learning.- 10 Neural Networks and Deep Learning.- 11 Advanced Optimization.- Bibliography.- Index.

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Linear Algebra, Data Science, and Machine Learning

Linear Algebra Data Science and Machine Learning

by Jeff Calder

Hardback

English

Delivery

Usually delivered in 6\u20137 working days.

Brand new copy from BookCurl \u2013 the UK independent online bookseller.

  • ----------------------------

Book details

  • ----------------------------

Author: Jeff Calder

Title: Linear Algebra Data Science and Machine Learning

Format: Hardback

Language: English

Publisher: Springer

Publication year: 2025

ISBN-13: 9783031937637

ISBN-10: 3031937635

  • ----------------------------

Description

  • ----------------------------

Preface.- 1 Vectors.- 2 Inner Product, Orthogonality, Norm.- 3 Matrices.- 4. How Matrices Interact with Inner Products and Norms.- 5 Eigenvalues and Singular Values.- 6 Basics of Optimization.- 7 Introduction to Machine Learning and Data.- 8 Principal Component Analysis.- 9 Graph Theory and Graph-based Learning.- 10 Neural Networks and Deep Learning.- 11 Advanced Optimization.- Bibliography.- Index.

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Product Description

Linear Algebra Data Science and Machine Learning

by Jeff Calder

Hardback

English

Delivery

Usually delivered in 6\u20137 working days.

Brand new copy from BookCurl \u2013 the UK independent online bookseller.

  • ----------------------------

Book details

  • ----------------------------

Author: Jeff Calder

Title: Linear Algebra Data Science and Machine Learning

Format: Hardback

Language: English

Publisher: Springer

Publication year: 2025

ISBN-13: 9783031937637

ISBN-10: 3031937635

  • ----------------------------

Description

  • ----------------------------

Preface.- 1 Vectors.- 2 Inner Product, Orthogonality, Norm.- 3 Matrices.- 4. How Matrices Interact with Inner Products and Norms.- 5 Eigenvalues and Singular Values.- 6 Basics of Optimization.- 7 Introduction to Machine Learning and Data.- 8 Principal Component Analysis.- 9 Graph Theory and Graph-based Learning.- 10 Neural Networks and Deep Learning.- 11 Advanced Optimization.- Bibliography.- Index.

Product Specifications

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format

hardcover

Language

english

series

springer undergraduate texts in mathematics and technology ser.

type

textbook

Brand

Springer International Publishing AG

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