The Desideratum of Penmanship, Or, Writing Master's Text Book, Etc PDF Download

Author: Joseph CARSTAIRS
Publisher:
ISBN:
Category :
Languages : en
Pages : 36

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Author: J. Carstairs
Publisher:
ISBN:
Category : Penmanship
Languages : en
Pages : 16

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Author: George Christopher RAPIER
Publisher:
ISBN:
Category :
Languages : en
Pages :

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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.

Author: KRANTZ
Publisher: Birkhäuser
ISBN: 3034876440
Category : Science
Languages : en
Pages : 190

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The subject of real analytic functions is one of the oldest in mathe matical analysis. Today it is encountered early in ones mathematical training: the first taste usually comes in calculus. While most work ing mathematicians use real analytic functions from time to time in their work, the vast lore of real analytic functions remains obscure and buried in the literature. It is remarkable that the most accessible treatment of Puiseux's theorem is in Lefschetz's quite old Algebraic Geometry, that the clearest discussion of resolution of singularities for real analytic manifolds is in a book review by Michael Atiyah, that there is no comprehensive discussion in print of the embedding prob lem for real analytic manifolds. We have had occasion in our collaborative research to become ac quainted with both the history and the scope of the theory of real analytic functions. It seems both appropriate and timely for us to gather together this information in a single volume. The material presented here is of three kinds. The elementary topics, covered in Chapter 1, are presented in great detail. Even results like a real ana lytic inverse function theorem are difficult to find in the literature, and we take pains here to present such topics carefully. Topics of middling difficulty, such as separate real analyticity, Puiseux series, the FBI transform, and related ideas (Chapters 2-4), are covered thoroughly but rather more briskly.

Author: Richard Johnson-Sheehan
Publisher:
ISBN: 9780134759739
Category : English language
Languages : en
Pages : 736

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Author:
Publisher:
ISBN:
Category : Phrenology
Languages : en
Pages : 300

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Author: Rexford Brown
Publisher: Jossey-Bass
ISBN:
Category : Education
Languages : en
Pages : 322

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As a result of his visits to classrooms across the nation, Brown has compiled an engaging, thought-provoking collection of classroom vignettes which show the ways in which national, state, and local school politics translate into changed classroom practices. "Captures the breadth, depth, and urgency of education reform".--Bill Clinton.

Author: Charles Bazerman
Publisher: Univ of Wisconsin Press
ISBN: 9780299125943
Category : Business & Economics
Languages : en
Pages : 410

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Textual Dynamics of the Professions is a collection of fifteen essays examining the real effects of text on professional practices--in academic, scientific, and business settings. Charles Bazerman and James Paradis describe textual dynamics as an interaction in which professional texts and discourses are constructed by, and in turn construct, social practices. In the burgeoning field of discourse theory, this anthology stands apart in its treatment of a wide range of professional texts, including case studies, student papers, medieval letters, and product instructions, and in the inclusion of authors from a variety of disciplines. Invaluable to the new pedagogical field of "writing across the curriculum," Textual Dynamics of the Professions is also a significant intervention into the studies of rhetoric, writing theory, and the sociology of knowledge.

Author: Thomas Williams Bicknell
Publisher:
ISBN:
Category : Education
Languages : en
Pages : 830

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