Cambridge Intermediate Mathematics Algebra Part Ii PDF Download

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A Second Course in Linear Algebra

A Second Course in Linear Algebra
Author: Stephan Ramon Garcia
Publisher: Cambridge University Press
Total Pages: 447
Release: 2017-05-11
Genre: Mathematics
ISBN: 1107103819

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A second course in linear algebra for undergraduates in mathematics, computer science, physics, statistics, and the biological sciences.


Mathematics for Machine Learning

Mathematics for Machine Learning
Author: Marc Peter Deisenroth
Publisher: Cambridge University Press
Total Pages: 392
Release: 2020-04-23
Genre: Computers
ISBN: 1108569323

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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.


Intermediate Mathematics: Algebra II

Intermediate Mathematics: Algebra II
Author: Ronald J. Clark
Publisher: MacMillan-Benziger
Total Pages: 702
Release: 1971
Genre: Algebra
ISBN: 9780471945536

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An Introduction to Homological Algebra

An Introduction to Homological Algebra
Author: Charles A. Weibel
Publisher: Cambridge University Press
Total Pages: 470
Release: 1995-10-27
Genre: Mathematics
ISBN: 113964307X

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The landscape of homological algebra has evolved over the last half-century into a fundamental tool for the working mathematician. This book provides a unified account of homological algebra as it exists today. The historical connection with topology, regular local rings, and semi-simple Lie algebras are also described. This book is suitable for second or third year graduate students. The first half of the book takes as its subject the canonical topics in homological algebra: derived functors, Tor and Ext, projective dimensions and spectral sequences. Homology of group and Lie algebras illustrate these topics. Intermingled are less canonical topics, such as the derived inverse limit functor lim1, local cohomology, Galois cohomology, and affine Lie algebras. The last part of the book covers less traditional topics that are a vital part of the modern homological toolkit: simplicial methods, Hochschild and cyclic homology, derived categories and total derived functors. By making these tools more accessible, the book helps to break down the technological barrier between experts and casual users of homological algebra.


Cambridge Intermediate Mathematics

Cambridge Intermediate Mathematics
Author: Herbert James Larcombe
Publisher: CUP Archive
Total Pages: 272
Release: 1928
Genre:
ISBN:

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Algebra Part 2 (Speedy Study Guides)

Algebra Part 2 (Speedy Study Guides)
Author: Speedy Publishing
Publisher: Speedy Publishing LLC
Total Pages: 6
Release: 2014-06-17
Genre: Education
ISBN: 1633839796

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Not everyone has a knack for Mathematics and several people simply give up when the teacher begins adding letters into the equations. However, there are actually some solid uses for Algebra 2 other than keeping headache medicine manufacturers in business. Building on the ideas and core concepts learned in basic Algebra, the intermediate Algebra 2 introduces abstract thinking. Students learn how to identify likenesses and evaluate equations based on their characteristics. This information is useful for higher mathematical pursuits and is also helpful for general life. The analytic approach to problem solving is essential in both employment situations and personal relationships.