Download or read book Mathematics for Machine Learning written by Marc Peter Deisenroth and published by Cambridge University Press. This book was released on 2020-04-23 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Algorithms written by Sanjoy Dasgupta and published by McGraw-Hill Higher Education. This book was released on 2006 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text, extensively class-tested over a decade at UC Berkeley and UC San Diego, explains the fundamentals of algorithms in a story line that makes the material enjoyable and easy to digest. Emphasis is placed on understanding the crisp mathematical idea behind each algorithm, in a manner that is intuitive and rigorous without being unduly formal. Features include:The use of boxes to strengthen the narrative: pieces that provide historical context, descriptions of how the algorithms are used in practice, and excursions for the mathematically sophisticated. Carefully chosen advanced topics that can be skipped in a standard one-semester course but can be covered in an advanced algorithms course or in a more leisurely two-semester sequence.An accessible treatment of linear programming introduces students to one of the greatest achievements in algorithms. An optional chapter on the quantum algorithm for factoring provides a unique peephole into this exciting topic. In addition to the text DasGupta also offers a Solutions Manual which is available on the Online Learning Center."Algorithms is an outstanding undergraduate text equally informed by the historical roots and contemporary applications of its subject. Like a captivating novel it is a joy to read." Tim Roughgarden Stanford University

Download or read book H Ring Spectra and Their Applications written by Robert R. Bruner and published by Springer. This book was released on 2006-11-14 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Group Theory in a Nutshell for Physicists written by A. Zee and published by Princeton University Press. This book was released on 2016-03-29 with total page 632 pages. Available in PDF, EPUB and Kindle. Book excerpt: A concise, modern textbook on group theory written especially for physicists Although group theory is a mathematical subject, it is indispensable to many areas of modern theoretical physics, from atomic physics to condensed matter physics, particle physics to string theory. In particular, it is essential for an understanding of the fundamental forces. Yet until now, what has been missing is a modern, accessible, and self-contained textbook on the subject written especially for physicists. Group Theory in a Nutshell for Physicists fills this gap, providing a user-friendly and classroom-tested text that focuses on those aspects of group theory physicists most need to know. From the basic intuitive notion of a group, A. Zee takes readers all the way up to how theories based on gauge groups could unify three of the four fundamental forces. He also includes a concise review of the linear algebra needed for group theory, making the book ideal for self-study. Provides physicists with a modern and accessible introduction to group theory Covers applications to various areas of physics, including field theory, particle physics, relativity, and much more Topics include finite group and character tables; real, pseudoreal, and complex representations; Weyl, Dirac, and Majorana equations; the expanding universe and group theory; grand unification; and much more The essential textbook for students and an invaluable resource for researchers Features a brief, self-contained treatment of linear algebra An online illustration package is available to professors Solutions manual (available only to professors)

Download or read book English collocations in use advanced how words work together for fluent and natural English self study and classroom use written by Felicity O'Dell and published by . This book was released on 2011 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: Collocations are combinations of words which frequently appear together. Using them makes your English sound more natural.

Download or read book Digital Terrain Modeling written by Zhilin Li and published by CRC Press. This book was released on 2004-11-29 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by experts, Digital Terrain Modeling: Principles and Methodology provides comprehensive coverage of recent developments in the field. The topics include terrain analysis, sampling strategy, acquisition methodology, surface modeling principles, triangulation algorithms, interpolation techniques, on-line and off-line quality control in data a

Download or read book A Lover s Discourse written by Roland Barthes and published by Macmillan. This book was released on 1978 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Barthes's most popular and unusual performance as a writer is "A Lover's Discourse," a writing out of the discourse of love. This language primarily the complaints and reflections of the lover when alone, not exchanges of a lover with his or her partner is unfashionable. Thought it is spoken by millions of people, diffused in our popular romances and television programs as well as in serious literature, there is no institution that explores, maintains, modifies, judges, repeats, and otherwise assumes responsibility for this discourse . . . Writing out the figures of a neglected discourse, Barthes surprises us in "A Lover's Discourse" by making love, in its most absurd and sentimental forms, an object of interest." Jonathan Culler

Download or read book Free Culture written by Lawrence Lessig and published by Lulu.com. This book was released on 2015-10-04 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt: How big media uses technology and the law to lock down culture and control creativity. ""Free Culture is an entertaining and important look at the past and future of the cold war between the media industry and new technologies."" - Marc Andreessen, cofounder of Netscape. ""Free Culture goes beyond illuminating the catastrophe to our culture of increasing regulation to show examples of how we can make a different future. These new-style heroes and examples are rooted in the traditions of the founding fathers in ways that seem obvious after reading this book. Recommended reading to those trying to unravel the shrill hype around 'intellectual property.'"" - Brewster Kahle, founder of the Internet Archive. The web site for the book is http: //free-culture.cc/.

Download or read book Fundamentals of Inhomogeneous Fluids written by Douglas Henderson and published by CRC Press. This book was released on 2021-12-17 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: A monograph examining recent progress in the field of inhomogeneous fluids, focusing on the theoretical - as well as experimental - techniques used. It presents the comprehensive theory of first-order phase transitions, including melting, and contains numerous figures, tables and display equations.;The contributors treat such subjects as: exact sum rules for inhomogenous fluids, explaining density functional and integral equation methods; exact solutions for two-dimensional homogeneous and inhomogeneous plasmas; current advances in the theory of interfacial electrochemistry; wetting experiments and the theory of wetting; freezing, with an emphasis on quantum systems and homogeneous nucleation in liquid-vapour and solid-liquid transitions; self-organizing liquids as well as kinetic phenomena in inhomogeneous fluids, using a modified Enskog theory.;Featuring over 1000 bibliographic citations, this volume is aimed at physical, surface, colloid and surfactant chemists; also physicists, electrochemists and graduate-level students in these disciplines.

Download or read book Book of the Dead written by Foy Scalf and published by Oriental Institute Press. This book was released on 2017 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover how the ancient Egyptians controlled their immortal destiny! This book, edited by Foy Scalf, explores what the Book of the Dead was believed to do, how it worked, how it was made, and what happened to it.

Download or read book The Greenhouse Gas Protocol written by and published by World Business Pub.. This book was released on 2005 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides specific principles, concepts, and methods for quantifying and reporting GHG reductions from climate change mitigation projects. This report serves as a tool for determining the greenhouse gas emission reduction benefits of climate mitigation projects.

Download or read book Ginza Rba written by Majid Fandi Al-Mubaraki and published by . This book was released on 1998 with total page 171 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Acute Pain Management written by Pamela E. Macintyre and published by . This book was released on 2010-01-01 with total page 491 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book This Notebook Belongs to Zoey Notebook Journal A5 Size 5 83 X 8 27 Inches Glossy Softcover 96 Ruled Lined Pages written by Yeah! Yeah! Notebooks and published by . This book was released on 2020-04-29 with total page 96 pages. Available in PDF, EPUB and Kindle. Book excerpt: A classic A5 (approx. half letter) size multi-purpose feint ruled lined notebook ideal for note-taking, composition, jotting stuff down or for use as a planner or journal. Perfect for everyday use at work or in the office, at home, school, college or university, this note book features a simple yet sophisticated design that works for all ages and looks great in all settings. If your name is Zoey you will want to treat yourself. If you know someone named Zoey, you have just found the perfect gift! Dimensions: A5 (approx. half letter) - 5.83 x 8.27 inches (14.81 x 21.01 cm) Layout: Ruled / lined Pages: 96 pages, perfect-bound Paper: 90 GSM off-white acid-free paper made from 30% post-consumer waste recycled material Cover: Softcover gloss finish 220 GSM paper Cover Design: Boxed Design 'This Notebook Belongs to Zoey' design - dark blue on white background Zoey is just one of hundreds of names included in our popular 'Belongs to' notebook range. Quickly find the name you want by typing 'this notebook belongs to name' in the Amazon search box.

Download or read book Hydrangeas Large Address Book written by and published by . This book was released on 2016 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Basic Computer Games written by David H. Ahl and published by . This book was released on 1981 with total page 185 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Book of Zoey written by Rachel Green Publications and published by . This book was released on 2019-07-08 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt: Zoey Journal. A beautiful, elegant, bold, & personalized notebook with the name Zoey. An Appreciation Gift of 120 Cream Pages Lined Writing Journal Notebook with Personalized Name. Can be used as a Diary or Notepad to write in. Makes a great gift for a Zoey in your life such as a mother, sister, grandmother, cousin, best friend, bridesmaid, teacher, graduation, birthday, wedding. Perfect for taking notes, jotting lists, doodling, brainstorming, prayer and meditation journaling, writing in as a diary, or giving as a gift. Not too thick & not too thin, so it's a great size to throw in your purse or bag. SIZE: 6" X 9" PAPER: Lightly Lined on Cream Paper PAGES: 120 Pages (60 Sheets Front/Back) COVER: Soft Cover (Matte)