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Mathematics for Machine Learning Marc Peter Deisenroth Paperback 9781108455145
GBP 20,89
Aproximadamente24,80 EUR
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En muy buen estado
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GBP 15,04 (aprox. 17,85 EUR) Royal Mail International Tracked.
Ubicado en: AL7 1AD, Reino Unido
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Entrega prevista entre el vie. 13 jun. y el lun. 23 jun.
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N.º de artículo de eBay:236128974910
Última actualización el 31 may 2025 23:16:12 H.EspVer todas las actualizacionesVer todas las actualizaciones
Características del artículo
- Estado
- En muy buen estado
- Notas del vendedor
- BIC Subject Area 1
- Pattern recognition [UYQP]
- BIC Subject Area 2
- Machine learning [UYQM]
- BIC Subject Area 3
- Maths for engineers [TBJ]
- BIC Subject Area 4
- Probability & statistics [PBT]
- ISBN
- 9781108455145
Acerca de este producto
Product Information
The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics. These topics are traditionally taught in disparate courses, making it hard for data science or computer science students, or professionals, to efficiently learn the mathematics. This self-contained textbook bridges the gap between mathematical and machine learning texts, introducing the mathematical concepts with a minimum of prerequisites. It uses these concepts to derive four central machine learning methods: linear regression, principal component analysis, Gaussian mixture models and support vector machines. For students and others with a mathematical background, these derivations provide a starting point to machine learning texts. For those learning the mathematics for the first time, the methods help build intuition and practical experience with applying mathematical concepts. Every chapter includes worked examples and exercises to test understanding. Programming tutorials are offered on the book's web site.
Product Identifiers
Publisher
Cambridge University Press
ISBN-13
9781108455145
eBay Product ID (ePID)
12046501904
Product Key Features
Number of Pages
398 Pages
Publication Name
Mathematics for Machine Learning
Language
English
Subject
Engineering & Technology, Computer Science, Mathematics
Publication Year
2020
Type
Textbook
Format
Paperback
Dimensions
Item Height
252 mm
Item Weight
800 g
Item Width
177 mm
Additional Product Features
Country/Region of Manufacture
United Kingdom
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JNC Books
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- 8***j (224)- Votos emitidos por el comprador.Mes pasadoCompra verificadaFast delivery, in great condition
- t***t (1344)- Votos emitidos por el comprador.Últimos 6 mesesCompra verificadaSuperb service. My book was dispatched the day I placed the order and came very well packaged, arriving the following day. The book itself was in fine condition, exactly as described. I recommend this seller very highly indeed. Great communication and a faultless transaction. Thank you.Works Francis Bacon Volume 7 Francis Bacon Paperback Cambridge Un… 9781108040709 (#234693868744)
- e***a (248)- Votos emitidos por el comprador.Últimos 6 mesesCompra verificadaExactly as described and very nicely packaged. New book was wrapped and packaged in a way where it didn't suffer any bumps, bruises or scratches from insufficient packaging, nor was it wrapped excessively. Fast delivery and very happy overall.Global Atmospheric and Oceanic Modelling: Fundamental Equations 9781108838337 LN (#146323481291)
- 2***n (2)- Votos emitidos por el comprador.Últimos 6 mesesCompra verificadaCould not have asked for a better service. The books were beautifully packaged, arrived in mint condition and were exactly as described. On top of that the price requested was excellent value. This book seller deserves to be supported as the service provided was nothing short of excellent.