Mathematics for Machine Learning

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Author :
Publisher : Cambridge University Press
ISBN 13 : 1108569323
Total Pages : 392 pages
Book Rating : 4.1/5 (85 download)

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Book Synopsis Mathematics for Machine Learning by : Marc Peter Deisenroth

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.

The Gillingham Manual

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Publisher : Educators Publishing Service, Incorporated
ISBN 13 : 9780838802007
Total Pages : 0 pages
Book Rating : 4.8/5 (2 download)

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Book Synopsis The Gillingham Manual by : Anna Gillingham

Download or read book The Gillingham Manual written by Anna Gillingham and published by Educators Publishing Service, Incorporated. This book was released on 1997 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this multisensory phonics technique, students first learn the sounds of letters, and the build these letter-sounds into words. Visual, auditory and kinesthetic associations are used to remember the concepts. Training is recommended.

Introducing Microsoft Power BI

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Publisher : Microsoft Press
ISBN 13 : 1509302751
Total Pages : 453 pages
Book Rating : 4.5/5 (93 download)

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Book Synopsis Introducing Microsoft Power BI by : Alberto Ferrari

Download or read book Introducing Microsoft Power BI written by Alberto Ferrari and published by Microsoft Press. This book was released on 2016-07-07 with total page 453 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the eBook of the printed book and may not include any media, website access codes, or print supplements that may come packaged with the bound book. Introducing Microsoft Power BI enables you to evaluate when and how to use Power BI. Get inspired to improve business processes in your company by leveraging the available analytical and collaborative features of this environment. Be sure to watch for the publication of Alberto Ferrari and Marco Russo's upcoming retail book, Analyzing Data with Power BI and Power Pivot for Excel (ISBN 9781509302765). Go to the book's page at the Microsoft Press Store here for more details:http://aka.ms/analyzingdata/details. Learn more about Power BI at https://powerbi.microsoft.com/.

Strengthening Forensic Science in the United States

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Publisher : National Academies Press
ISBN 13 : 0309142393
Total Pages : 348 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Strengthening Forensic Science in the United States by : National Research Council

Download or read book Strengthening Forensic Science in the United States written by National Research Council and published by National Academies Press. This book was released on 2009-07-29 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: Scores of talented and dedicated people serve the forensic science community, performing vitally important work. However, they are often constrained by lack of adequate resources, sound policies, and national support. It is clear that change and advancements, both systematic and scientific, are needed in a number of forensic science disciplines to ensure the reliability of work, establish enforceable standards, and promote best practices with consistent application. Strengthening Forensic Science in the United States: A Path Forward provides a detailed plan for addressing these needs and suggests the creation of a new government entity, the National Institute of Forensic Science, to establish and enforce standards within the forensic science community. The benefits of improving and regulating the forensic science disciplines are clear: assisting law enforcement officials, enhancing homeland security, and reducing the risk of wrongful conviction and exoneration. Strengthening Forensic Science in the United States gives a full account of what is needed to advance the forensic science disciplines, including upgrading of systems and organizational structures, better training, widespread adoption of uniform and enforceable best practices, and mandatory certification and accreditation programs. While this book provides an essential call-to-action for congress and policy makers, it also serves as a vital tool for law enforcement agencies, criminal prosecutors and attorneys, and forensic science educators.

Reading, Writing and Learning in ESL

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Publisher : Pearson
ISBN 13 : 9780134014548
Total Pages : 528 pages
Book Rating : 4.0/5 (145 download)

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Book Synopsis Reading, Writing and Learning in ESL by : Suzanne F. Peregoy

Download or read book Reading, Writing and Learning in ESL written by Suzanne F. Peregoy and published by Pearson. This book was released on 2016-01-11 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: Note: This is the bound book only and does not include access to the Enhanced Pearson eText. To order the Enhanced Pearson eText packaged with a bound book, use ISBN 0134403398. This book is the ideal source for teaching oral language, reading, writing, and the content areas in English to K-12 English learners. In an approach unlike most other books in the field, "Reading, Writing, and Learning in ESL" looks at contemporary language acquisition theory as it relates to instruction and provides detailed suggestions and methods for motivating, involving, and teaching English language learners. Praised for its strong research base, engaging style, and inclusion of specific teaching ideas, the book offers thorough coverage of oral language, reading, writing, and academic content area instruction in English for K-12 English learners. Thoroughly updated throughout, the new edition includes a new chapter on using the Internet and other digital technologies to engage students and promote learning, many new teaching strategies, new and revised activities, and new writing samples. The Enhanced Pearson eText features embedded videos and assessments. Improve mastery and retention with the Enhanced Pearson eText* The Enhanced Pearson eText provides a rich, interactive learning environment designed to improve student mastery of content. The Enhanced Pearson eText is: Engaging. The new interactive, multimedia learning features were developed by the authors and other subject-matter experts to deepen and enrich the learning experience. Convenient. Enjoy instant online access from your computer or download the Pearson eText App to read on or offline on your iPad(r) and Android(r) tablet.* Affordable.The Enhanced Pearson eText may be purchased stand-alone for 50-60% less than a print bound book. * "The Enhanced eText features are only available in the Pearson eText format. They are not available in third-party eTexts or downloads." "*The Pearson eText App is available on Google Play and in the App Store. It requires Android OS 3.1-4, a 7 or 10 tablet, or iPad iOS 5.0 or later." "

The Hundred-page Machine Learning Book

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Publisher :
ISBN 13 : 9781999579500
Total Pages : 141 pages
Book Rating : 4.5/5 (795 download)

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Book Synopsis The Hundred-page Machine Learning Book by : Andriy Burkov

Download or read book The Hundred-page Machine Learning Book written by Andriy Burkov and published by . This book was released on 2019 with total page 141 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides a practical guide to get started and execute on machine learning within a few days without necessarily knowing much about machine learning.The first five chapters are enough to get you started and the next few chapters provide you a good feel of more advanced topics to pursue.

The Second Machine Age: Work, Progress, and Prosperity in a Time of Brilliant Technologies

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Author :
Publisher : W. W. Norton & Company
ISBN 13 : 0393239357
Total Pages : 320 pages
Book Rating : 4.3/5 (932 download)

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Book Synopsis The Second Machine Age: Work, Progress, and Prosperity in a Time of Brilliant Technologies by : Erik Brynjolfsson

Download or read book The Second Machine Age: Work, Progress, and Prosperity in a Time of Brilliant Technologies written by Erik Brynjolfsson and published by W. W. Norton & Company. This book was released on 2014-01-20 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: The big stories -- The skills of the new machines : technology races ahead -- Moore's law and the second half of the chessboard -- The digitization of just about everything -- Innovation : declining or recombining? -- Artificial and human intelligence in the second machine age -- Computing bounty -- Beyond GDP -- The spread -- The biggest winners : stars and superstars -- Implications of the bounty and the spread -- Learning to race with machines : recommendations for individuals -- Policy recommendations -- Long-term recommendations -- Technology and the future (which is very different from "technology is the future").

Report of the National Reading Panel

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Author :
Publisher : Createspace Independent Publishing Platform
ISBN 13 : 9781983502651
Total Pages : 30 pages
Book Rating : 4.5/5 (26 download)

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Book Synopsis Report of the National Reading Panel by : United States Congress

Download or read book Report of the National Reading Panel written by United States Congress and published by Createspace Independent Publishing Platform. This book was released on 2018-01-05 with total page 30 pages. Available in PDF, EPUB and Kindle. Book excerpt: Report of the National Reading Panel : hearing before a subcommittee of the Committee on Appropriations, United States Senate; One Hundred Sixth Congress, second session; special heÅ April 13, 2000; Washington, DC.

The Financial Crisis Inquiry Report

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Author :
Publisher : Cosimo, Inc.
ISBN 13 : 1616405414
Total Pages : 692 pages
Book Rating : 4.6/5 (164 download)

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Book Synopsis The Financial Crisis Inquiry Report by : Financial Crisis Inquiry Commission

Download or read book The Financial Crisis Inquiry Report written by Financial Crisis Inquiry Commission and published by Cosimo, Inc.. This book was released on 2011-05-01 with total page 692 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Financial Crisis Inquiry Report, published by the U.S. Government and the Financial Crisis Inquiry Commission in early 2011, is the official government report on the United States financial collapse and the review of major financial institutions that bankrupted and failed, or would have without help from the government. The commission and the report were implemented after Congress passed an act in 2009 to review and prevent fraudulent activity. The report details, among other things, the periods before, during, and after the crisis, what led up to it, and analyses of subprime mortgage lending, credit expansion and banking policies, the collapse of companies like Fannie Mae and Freddie Mac, and the federal bailouts of Lehman and AIG. It also discusses the aftermath of the fallout and our current state. This report should be of interest to anyone concerned about the financial situation in the U.S. and around the world.THE FINANCIAL CRISIS INQUIRY COMMISSION is an independent, bi-partisan, government-appointed panel of 10 people that was created to "examine the causes, domestic and global, of the current financial and economic crisis in the United States." It was established as part of the Fraud Enforcement and Recovery Act of 2009. The commission consisted of private citizens with expertise in economics and finance, banking, housing, market regulation, and consumer protection. They examined and reported on "the collapse of major financial institutions that failed or would have failed if not for exceptional assistance from the government."News Dissector DANNY SCHECHTER is a journalist, blogger and filmmaker. He has been reporting on economic crises since the 1980's when he was with ABC News. His film In Debt We Trust warned of the economic meltdown in 2006. He has since written three books on the subject including Plunder: Investigating Our Economic Calamity (Cosimo Books, 2008), and The Crime Of Our Time: Why Wall Street Is Not Too Big to Jail (Disinfo Books, 2011), a companion to his latest film Plunder The Crime Of Our Time. He can be reached online at www.newsdissector.com.

SpringBoard English Language Arts

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Publisher :
ISBN 13 : 9781457302275
Total Pages : 372 pages
Book Rating : 4.3/5 (22 download)

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Book Synopsis SpringBoard English Language Arts by :

Download or read book SpringBoard English Language Arts written by and published by . This book was released on 2014 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: Designed to meet the needs of the Common Core State standards for English Language Arts. It helps students develop the knowledge and skills needed for advanced placement as well as for success in college and beyond without remediation.

Teaching Children to Read: Reports of the subgroups

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Publisher :
ISBN 13 :
Total Pages : 486 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Teaching Children to Read: Reports of the subgroups by : National Reading Panel (U.S.)

Download or read book Teaching Children to Read: Reports of the subgroups written by National Reading Panel (U.S.) and published by . This book was released on 2000 with total page 486 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Speech & Language Processing

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Publisher : Pearson Education India
ISBN 13 : 9788131716724
Total Pages : 912 pages
Book Rating : 4.7/5 (167 download)

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Book Synopsis Speech & Language Processing by : Dan Jurafsky

Download or read book Speech & Language Processing written by Dan Jurafsky and published by Pearson Education India. This book was released on 2000-09 with total page 912 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Understanding Media

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Publisher : Createspace Independent Publishing Platform
ISBN 13 : 9781537430058
Total Pages : 396 pages
Book Rating : 4.4/5 (3 download)

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Book Synopsis Understanding Media by : Marshall McLuhan

Download or read book Understanding Media written by Marshall McLuhan and published by Createspace Independent Publishing Platform. This book was released on 2016-09-04 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: When first published, Marshall McLuhan's Understanding Media made history with its radical view of the effects of electronic communications upon man and life in the twentieth century.

Fundamentals of Biostatistics

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Publisher : Cengage Learning
ISBN 13 : 9781305268920
Total Pages : 0 pages
Book Rating : 4.2/5 (689 download)

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Book Synopsis Fundamentals of Biostatistics by : Bernard Rosner

Download or read book Fundamentals of Biostatistics written by Bernard Rosner and published by Cengage Learning. This book was released on 2015-07-29 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bernard Rosner's FUNDAMENTALS OF BIOSTATISTICS is a practical introduction to the methods, techniques, and computation of statistics with human subjects. It prepares students for their future courses and careers by introducing the statistical methods most often used in medical literature. Rosner minimizes the amount of mathematical formulation (algebra-based) while still giving complete explanations of all the important concepts. As in previous editions, a major strength of this book is that every new concept is developed systematically through completely worked out examples from current medical research problems. Most methods are illustrated with specific instructions as to implementation using software either from SAS, Stata, R, Excel or Minitab. Important Notice: Media content referenced within the product description or the product text may not be available in the ebook version.

Principles of Management

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Publisher :
ISBN 13 : 9781998109166
Total Pages : 0 pages
Book Rating : 4.1/5 (91 download)

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Book Synopsis Principles of Management by : David S. Bright

Download or read book Principles of Management written by David S. Bright and published by . This book was released on 2023-05-16 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Black & white print. Principles of Management is designed to meet the scope and sequence requirements of the introductory course on management. This is a traditional approach to management using the leading, planning, organizing, and controlling approach. Management is a broad business discipline, and the Principles of Management course covers many management areas such as human resource management and strategic management, as well as behavioral areas such as motivation. No one individual can be an expert in all areas of management, so an additional benefit of this text is that specialists in a variety of areas have authored individual chapters.

Research Methods in Human Development

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Publisher : WCB/McGraw-Hill
ISBN 13 :
Total Pages : 300 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Research Methods in Human Development by : Paul C. Cozby

Download or read book Research Methods in Human Development written by Paul C. Cozby and published by WCB/McGraw-Hill. This book was released on 1989 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: For undergradute social science majors. A textbook on the interpretation and use of research. Annotation copyright Book News, Inc. Portland, Or.

Understanding Morphology

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Publisher : Routledge
ISBN 13 : 1134645961
Total Pages : 387 pages
Book Rating : 4.1/5 (346 download)

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Book Synopsis Understanding Morphology by : Martin Haspelmath

Download or read book Understanding Morphology written by Martin Haspelmath and published by Routledge. This book was released on 2013-10-28 with total page 387 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new edition of Understanding Morphology has been fully revised in line with the latest research. It now includes 'big picture' questions to highlight central themes in morphology, as well as research exercises for each chapter. Understanding Morphology presents an introduction to the study of word structure that starts at the very beginning. Assuming no knowledge of the field of morphology on the part of the reader, the book presents a broad range of morphological phenomena from a wide variety of languages. Starting with the core areas of inflection and derivation, the book presents the interfaces between morphology and syntax and between morphology and phonology. The synchronic study of word structure is covered, as are the phenomena of diachronic change, such as analogy and grammaticalization. Theories are presented clearly in accessible language with the main purpose of shedding light on the data, rather than as a goal in themselves. The authors consistently draw on the best research available, thus utilizing and discussing both functionalist and generative theoretical approaches. Each chapter includes a summary, suggestions for further reading, and exercises. As such this is the ideal book for both beginning students of linguistics, or anyone in a related discipline looking for a first introduction to morphology.