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Practical Linear Algebra for Data Science
By Mike X Cohen
886,00 kr
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If you find the same book(s) cheaper (new, in stock, like-for-like including delivery), we’ll match it. Not applicable to international orders. Read the full policy.
If you find the same book(s) cheaper (new, in stock, like-for-like including delivery), we’ll match it. Not applicable to international orders. Read the full policy.
Description
In Practical Linear Algebra for Data Science, Mike X Cohen delves into the essential mathematical concepts that underpin data science, making them accessible and applicable for practitioners. This book serves as a bridge between theoretical linear algebra and its practical applications within the realm of machine learning.
The Story
Cohen's exploration begins with foundational concepts, gently guiding readers through the intricacies of vectors, matrices, and transformations. Each chapter builds upon the last, culminating in powerful techniques used in data analysis and machine learning algorithms. With a focus on real-world examples, the text illustrates how linear algebra is used to make sense of complex datasets, enabling readers to develop a robust understanding of data manipulation and interpretation.
Why Readers Love It
- Clear explanations that demystify complex topics.
- Practical exercises that reinforce learning and application.
- Real-world examples that connect theory to practice.
- A user-friendly approach that caters to both beginners and seasoned data scientists.
Perfect For
This book is ideal for anyone looking to deepen their understanding of linear algebra in the context of data science, including:
- Students in data science or related fields.
- Professionals seeking to enhance their analytical skills.
- Self-learners eager to grasp essential mathematical concepts.
"Cohen’s work is an invaluable resource for those navigating the dynamic world of data science." - A Reader
Specifications
Format: Paperback / softback
Dimensions: × ×
Pages: 300
Publisher: O'Reilly Media
ISBN: 9781098120610
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