A Key to the Exercises and Examples Contained in a Text-book of Euclid's Elements

A Key to the Exercises and Examples Contained in a Text-book of Euclid's Elements PDF Author: Henry Sinclair Hall
Publisher:
ISBN:
Category : Geometry
Languages : en
Pages : 286

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Thucydides, Book VII.

Thucydides, Book VII. PDF Author: Thucydides
Publisher:
ISBN:
Category : Greece
Languages : en
Pages : 362

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Solutions of the Examples in Charles Smith's Elementary Algebra

Solutions of the Examples in Charles Smith's Elementary Algebra PDF Author: Alfred George Cracknell
Publisher:
ISBN:
Category : Algebra
Languages : en
Pages : 328

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Commercial Arithmetic

Commercial Arithmetic PDF Author: Samuel Jackson
Publisher:
ISBN:
Category : Business mathematics
Languages : en
Pages : 444

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Elementary Trigonometry

Elementary Trigonometry PDF Author: Henry Sinclair Hall
Publisher:
ISBN:
Category : Plane trigonometry
Languages : en
Pages : 434

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John Heywood's new code readers. Standard 1-3, 5, 6

John Heywood's new code readers. Standard 1-3, 5, 6 PDF Author: John Heywood (ltd.)
Publisher:
ISBN:
Category :
Languages : en
Pages : 232

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Mathematics for Machine Learning

Mathematics for Machine Learning PDF Author: Marc Peter Deisenroth
Publisher: Cambridge University Press
ISBN: 1108569323
Category : Computers
Languages : en
Pages : 392

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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.

British Books

British Books PDF Author:
Publisher:
ISBN:
Category : Bibliography
Languages : en
Pages : 732

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Principles of agriculture

Principles of agriculture PDF Author: Albert Carey
Publisher:
ISBN:
Category :
Languages : en
Pages : 222

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The Reference Catalogue of Current Literature

The Reference Catalogue of Current Literature PDF Author:
Publisher:
ISBN:
Category : Great Britain
Languages : en
Pages : 1538

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