Linear Algebra Data Science Machine by Calder Jeff Olver Peter (19 results)
Language: English
Published by Springer, 2025
Series: Book 32 of 32 - Springer Undergraduate Texts in Mathematics and Technology
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Seller: Books From California, Simi Valley, CA, U.S.A.Books From California
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hardcover. Condition: Good.
Language: English
Published by Springer, 2025
Series: Book 32 of 32 - Springer Undergraduate Texts in Mathematics and Technology
- Hardcover
Seller: Books From California, Simi Valley, CA, U.S.A.Books From California
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hardcover. Condition: Very Good.
Language: English
Published by Springer, 2025
Series: Book 32 of 32 - Springer Undergraduate Texts in Mathematics and Technology
- Hardcover
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Condition: New. This is a Brand-new US Edition. This Item may be shipped from US or any other country as we have multiple locations worldwide.
Language: English
Published by Springer, 2025
Series: Book 32 of 32 - Springer Undergraduate Texts in Mathematics and Technology
- Hardcover
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Language: English
Published by Springer, 2025
Series: Book 32 of 32 - Springer Undergraduate Texts in Mathematics and Technology
- Hardcover
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Published by Springer
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Language: English
Published by Springer, 2025
Series: Book 32 of 32 - Springer Undergraduate Texts in Mathematics and Technology
- Hardcover
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Language: English
Published by Springer, 2025
Series: Book 32 of 32 - Springer Undergraduate Texts in Mathematics and Technology
- Hardcover
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Language: English
Published by Springer, 2025
Series: Book 32 of 32 - Springer Undergraduate Texts in Mathematics and Technology
- Hardcover
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Language: English
Published by Springer, 2025
Series: Book 32 of 32 - Springer Undergraduate Texts in Mathematics and Technology
- Hardcover
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Language: English
Published by Springer, 2025
Series: Book 32 of 32 - Springer Undergraduate Texts in Mathematics and Technology
- Hardcover
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Language: English
Published by Springer, 2025
Series: Book 32 of 32 - Springer Undergraduate Texts in Mathematics and Technology
- Hardcover
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Language: English
Published by Springer International Publishing AG, CH, 2025
Series: Book 32 of 32 - Springer Undergraduate Texts in Mathematics and Technology
- Hardcover
Seller: Rarewaves USA, OSWEGO, IL, U.S.A.Rarewaves USA
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Hardback. Condition: New.
Language: English
Published by Springer, 2025
Series: Book 32 of 32 - Springer Undergraduate Texts in Mathematics and Technology
- Hardcover
Seller: GreatBookPricesUK, Woodford Green, United KingdomGreatBookPricesUK
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Language: English
Published by Springer International Publishing AG, CH, 2025
Series: Book 32 of 32 - Springer Undergraduate Texts in Mathematics and Technology
- Hardcover
Seller: Rarewaves.com USA, London, LONDO, United KingdomRarewaves.com USA
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Hardback. Condition: New. This text provides a mathematically rigorous introduction to modern methods of machine learning and data analysis at the advanced undergraduate/beginning graduate level. The book is self-contained and requires minimal mathematical prerequisites. There is a strong focus on learning how and why algorithms… work, as well as developing facility with their practical applications. Apart from basic calculus, the underlying mathematics - linear algebra, optimization, elementary probability, graph theory, and statistics - is developed from scratch in a form best suited to the overall goals. In particular, the wide-ranging linear algebra components are unique in their ordering and choice of topics, emphasizing those parts of the theory and techniques that are used in contemporary machine learning and data analysis. The book will provide a firm foundation to the reader whose goal is to work on applications of machine learning and/or research into the further development of this highly active field of contemporary applied mathematics.To introduce the reader to a broad range of machine learning algorithms and how they are used in real world applications, the programming language Python is employed and offers a platform for many of the computational exercises. Python notebooks complementing various topics in the book are available on a companion GitHub site specified in the Preface, and can be easily accessed by scanning the QR codes or clicking on the links provided within the text. Exercises appear at the end of each section, including basic ones designed to test comprehension and computational skills, while others range over proofs not supplied in the text, practical computations, additional theoretical results, and further developments in the subject. The Students' Solutions Manual may be accessed from GitHub. Instructors may apply for access to the Instructors' Solutions Manual from the link supplied on the text's Springer website.The book can be used in a junior or senior level course for students majoring in mathematics with a focus on applications as well as students from other disciplines who desire to learn the tools of modern applied linear algebra and optimization. It may also be used as an introduction to fundamental techniques in data science and machine learning for advanced undergraduate and graduate students or researchers from other areas, including statistics, computer science, engineering, biology, economics and finance, and so on.
Language: English
Published by Springer Nature, 2025
Series: Book 32 of 32 - Springer Undergraduate Texts in Mathematics and Technology
- Hardcover
Seller: Revaluation Books, Exeter, United KingdomRevaluation Books
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Hardcover. Condition: Brand New. 652 pages. 10.00x7.00x10.00 inches. In Stock.
Language: English
Published by Springer International Publishing AG, CH, 2025
Series: Book 32 of 32 - Springer Undergraduate Texts in Mathematics and Technology
- Hardcover
Seller: Rarewaves USA United, OSWEGO, IL, U.S.A.Rarewaves USA United
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Hardback. Condition: New. This text provides a mathematically rigorous introduction to modern methods of machine learning and data analysis at the advanced undergraduate/beginning graduate level. The book is self-contained and requires minimal mathematical prerequisites. There is a strong focus on learning how and why algorithms… work, as well as developing facility with their practical applications. Apart from basic calculus, the underlying mathematics - linear algebra, optimization, elementary probability, graph theory, and statistics - is developed from scratch in a form best suited to the overall goals. In particular, the wide-ranging linear algebra components are unique in their ordering and choice of topics, emphasizing those parts of the theory and techniques that are used in contemporary machine learning and data analysis. The book will provide a firm foundation to the reader whose goal is to work on applications of machine learning and/or research into the further development of this highly active field of contemporary applied mathematics.To introduce the reader to a broad range of machine learning algorithms and how they are used in real world applications, the programming language Python is employed and offers a platform for many of the computational exercises. Python notebooks complementing various topics in the book are available on a companion GitHub site specified in the Preface, and can be easily accessed by scanning the QR codes or clicking on the links provided within the text. Exercises appear at the end of each section, including basic ones designed to test comprehension and computational skills, while others range over proofs not supplied in the text, practical computations, additional theoretical results, and further developments in the subject. The Students' Solutions Manual may be accessed from GitHub. Instructors may apply for access to the Instructors' Solutions Manual from the link supplied on the text's Springer website.The book can be used in a junior or senior level course for students majoring in mathematics with a focus on applications as well as students from other disciplines who desire to learn the tools of modern applied linear algebra and optimization. It may also be used as an introduction to fundamental techniques in data science and machine learning for advanced undergraduate and graduate students or researchers from other areas, including statistics, computer science, engineering, biology, economics and finance, and so on.
Language: English
Published by Springer International Publishing AG, CH, 2025
Series: Book 32 of 32 - Springer Undergraduate Texts in Mathematics and Technology
- Hardcover
Seller: Rarewaves.com UK, London, United KingdomRarewaves.com UK
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£ 88.38
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Hardback. Condition: New.
Language: English
Published by Springer Verlag GmbH, 2025
Series: Book 32 of 32 - Springer Undergraduate Texts in Mathematics and Technology
- Hardcover
- Print on Demand
Seller: moluna, Greven, Germanymoluna
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt.
