{"product_id":"numerical-algorithms-methods-for-computer-vision-machine-learning-and-graphics-9780367575632","title":"Numerical Algorithms: Methods for Computer Vision, Machine Learning, and Graphics","description":"\u003cp\u003e • Author(s): Justin Solomon\u003cbr\u003e • Publisher: Taylor \u0026amp; Francis\u003cbr\u003e • Publisher Imprint: A K PETERS\u003cbr\u003e • BISAC: Software Development \u0026amp; Engineering - Computer Graphics\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eNumerical Algorithms: Methods for Computer Vision, Machine Learning, and Graphics\u003c\/strong\u003e presents a new approach to numerical analysis for modern computer scientists. Using examples from a broad base of computational tasks, including data processing, computational photography, and animation, the textbook introduces numerical modeling and algorithmic design from a practical standpoint and provides insight into the theoretical tools needed to support these skills.\u003c\/p\u003e\u003cp\u003eThe book covers a wide range of topics--from numerical linear algebra to optimization and differential equations--focusing on real-world motivation and unifying themes. It incorporates cases from computer science research and practice, accompanied by highlights from in-depth literature on each subtopic. Comprehensive end-of-chapter exercises encourage critical thinking and build students' intuition while introducing extensions of the basic material.\u003c\/p\u003e\u003cp\u003eThe text is designed for advanced undergraduate and beginning graduate students in computer science and related fields with experience in calculus and linear algebra. For students with a background in discrete mathematics, the book includes some reminders of relevant continuous mathematical background.\u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Paperback","offer_id":45240375378071,"sku":"9780367575632","price":4273.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9780367575632.webp?v=1769225334","url":"https:\/\/atlanticbooks.com\/products\/numerical-algorithms-methods-for-computer-vision-machine-learning-and-graphics-9780367575632","provider":"Atlantic Books","version":"1.0","type":"link"}