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Author:
Publisher:
ISBN:
Category : Education
Languages : en
Pages : 634
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Book Description
Author:
Publisher:
ISBN:
Category : Education
Languages : en
Pages : 634
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Book Description
Author: Sue Thomson
Publisher:
ISBN: 9780733955273
Category : Mathematics
Languages : en
Pages :
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Author:
Publisher:
ISBN:
Category : Australia
Languages : en
Pages : 1484
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Book Description
Author: Alan McSeveny
Publisher:
ISBN: 9781486000555
Category : Mathematics
Languages : en
Pages :
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Book Description
The Australian Signpost Mathematics New South Wales series addresses the NSW Syllabus for the Australian Curriculum. This new series continues the Signpost tradition of expanding students' ability in a broad range of mathematical skills while emphasising problem-solving and working mathematically.
Author:
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ISBN:
Category : Bibliography, National
Languages : en
Pages : 42
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Book Description
Author: Marc Peter Deisenroth
Publisher: Cambridge University Press
ISBN: 1108569323
Category : Computers
Languages : en
Pages : 392
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Book Description
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.
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ISBN:
Category : Microforms
Languages : en
Pages : 872
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ISBN:
Category : English literature
Languages : en
Pages : 1548
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Book Description
Author: Andre Chadzynski
Publisher:
ISBN: 9781488613920
Category : Geography
Languages : en
Pages : 148
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Book Description
The write-in Pearson Geography New South Wales Activity Books cater for a variety of learning styles, reinforcing and enriching geographical learning and skills.
Author:
Publisher:
ISBN:
Category : Railroads
Languages : en
Pages : 1032
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Book Description
