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Mathematics for Machine Learning - 9781108455145
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Item specifics
- Condition
- Book Title
- Mathematics for Machine Learning
- ISBN
- 9781108455145
- Publication Year
- 2020
- Type
- Textbook
- Format
- Paperback
- Language
- English
- Publication Name
- Mathematics for Machine Learning
- Item Height
- 252 mm
- Publisher
- Cambridge University Press
- Subject
- Engineering & Technology, Computer Science, Mathematics
- Item Weight
- 800 g
- Item Width
- 177 mm
- Number of Pages
- 398 Pages
About this product
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
Item description from the seller
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- w***r (65)- Feedback left by buyer.Past 6 monthsVerified purchaseItem as described and despatched in quick time. Item arrived within 3 days and was well packaged. Item was much cheaper than I found elsewhere online. I had a query about my order and the seller responded on the same day and sorted everything out. Would happily buy from seller again
- r***y (413)- Feedback left by buyer.Past 6 monthsVerified purchaseFirst book went missing/didn't arrive, but Jessica in customer support sorted it out, sending a second copy, it arrived fast and safe, as described, well wrapped, good price and quick customer support. Thank you Jessicaππππ₯°πRunes: a Handbook - 9781783276974 (#314128475728)
- a***l (61)- Feedback left by buyer.Past 6 monthsVerified purchaseFantastic experience with this seller. I had an issue with the clay in my kit being dried out, which is something they couldn't have known about before me opening the box. I sent them a message and they replied quickly and kindly with a resolution, replacing my kit for me. Overall the kit was fantastic value and arrived brand new, in perfect condition bar the clay. Very trustworthy and helpful.
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Seller Feedback (576,701)
- w***r (65)- Feedback left by buyer.Past 6 monthsVerified purchaseItem as described and despatched in quick time. Item arrived within 3 days and was well packaged. Item was much cheaper than I found elsewhere online. I had a query about my order and the seller responded on the same day and sorted everything out. Would happily buy from seller again
- r***y (413)- Feedback left by buyer.Past 6 monthsVerified purchaseFirst book went missing/didn't arrive, but Jessica in customer support sorted it out, sending a second copy, it arrived fast and safe, as described, well wrapped, good price and quick customer support. Thank you Jessicaππππ₯°πRunes: a Handbook - 9781783276974 (#314128475728)
- a***l (61)- Feedback left by buyer.Past 6 monthsVerified purchaseFantastic experience with this seller. I had an issue with the clay in my kit being dried out, which is something they couldn't have known about before me opening the box. I sent them a message and they replied quickly and kindly with a resolution, replacing my kit for me. Overall the kit was fantastic value and arrived brand new, in perfect condition bar the clay. Very trustworthy and helpful.