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Linear Algebra and Learning from Data
Linear algebra and the foundations of deep learning, together at last!
Linear Algebra and Learning from Data
Item #: 12904979

Linear Algebra and Learning from Data

Item #: 12904979

NZD 203

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Linear algebra and the foundations of deep learning, together at last!
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What Stands Out

Comprehensive Coverage
This book integrates linear algebra with modern data science, offering a thorough exploration that bridges theory and practical applications for students and professionals alike.
Accessible Learning
Designed for readers at all levels, it presents complex concepts in a clear manner, making advanced topics in linear algebra and data analysis approachable.
Real-World Applications
By emphasizing real-world examples, the text equips readers with the necessary tools to apply linear algebra techniques to machine learning and data-driven fields.

Product Details

Discover the best deals on Linear Algebra and Learning from Data First Edition at Ubuy New Zealand. Hurry, limited stock available. Shop now and save!
Publisher Wellesley-Cambridge Press
Publication date January 31, 2019
Edition First Edition
Language English
Print length 446 pages
ISBN-10 0692196382
ISBN-13 978-0692196380
Item Weight 2.05 pounds (930 grams)
Reading age 18 years and up
Dimensions 7.72 x 0.98 x 9.53 inches (19.6 x 2.5 x 24.2 cm)

Who Should Buy?

Suitable For
  • Engineering Students

    Ideal for engineering students who require a strong foundation in linear algebra for applied technical courses.

  • Data Scientists

    Useful for data scientists looking to understand linear algebra concepts applied in machine learning and data analysis.

  • Graduate Researchers

    Beneficial for graduate researchers needing to apply linear algebra techniques in their thesis or research projects.

Not Suitable For
  • Beginner Learners

    Not suitable for absolute beginners who have no prior knowledge of mathematics or linear algebra concepts.

Product Description

Linear Algebra and Learning from Data

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Computer Vision & Pattern Recognition Editorial Review

"Linear Algebra and Learning from Data", written by renowned mathematician Gilbert Strang, promises to provide a solid link between linear algebra and statistical modeling. However, the book seems to have divided opinions among customers. While some customers praised the content of the book and found it to be an excellent resource for brushing up on linear algebra, others were disappointed with the overall quality. One reviewer mentioned that the Kindle formatting made the book unintelligible, while another criticized the printing quality, claiming it appeared to be a poorly printed PDF. Additionally, a customer who had taken Strang's linear algebra course in the past and purchased several of his earlier books described this particular book as disjointed, disorganized, repetitious, and unreadable. They suspected that the positive ratings were due to respect for Strang rather than the book's actual quality. Despite the mixed reviews, there were a few positive aspects highlighted by customers. Some praised the book's coverage of Principal Component Analysis and its high-level overview of Fast Fourier Transformation. The book was also noted to have a collection of applications of linear algebra, making it a valuable resource in that regard. Overall, it seems that the customer experience with "Linear Algebra and Learning from Data" is somewhat polarized. While some found it to be a helpful refresher and appreciated Strang's pedagogy, others were disappointed with the formatting, printing quality, and overall organization of the book.

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Pros

  • Excellent coverage of Principal Component Analysis
  • Provides a high-level overview of Fast Fourier Transformation
  • Includes a collection of applications of linear algebra

Cons

  • Kindle formatting made the book unintelligible

Product Price History

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