Understanding Machine Learning

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Publisher : Cambridge University Press
ISBN 13 : 1107057132
Total Pages : 415 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Understanding Machine Learning by : Shai Shalev-Shwartz

Download or read book Understanding Machine Learning written by Shai Shalev-Shwartz and published by Cambridge University Press. This book was released on 2014-05-19 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduces machine learning and its algorithmic paradigms, explaining the principles behind automated learning approaches and the considerations underlying their usage.

Reinforcement Learning, second edition

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Publisher : MIT Press
ISBN 13 : 0262352702
Total Pages : 549 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Reinforcement Learning, second edition by : Richard S. Sutton

Download or read book Reinforcement Learning, second edition written by Richard S. Sutton and published by MIT Press. This book was released on 2018-11-13 with total page 549 pages. Available in PDF, EPUB and Kindle. Book excerpt: The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial intelligence. Reinforcement learning, one of the most active research areas in artificial intelligence, is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives while interacting with a complex, uncertain environment. In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the field's key ideas and algorithms. This second edition has been significantly expanded and updated, presenting new topics and updating coverage of other topics. Like the first edition, this second edition focuses on core online learning algorithms, with the more mathematical material set off in shaded boxes. Part I covers as much of reinforcement learning as possible without going beyond the tabular case for which exact solutions can be found. Many algorithms presented in this part are new to the second edition, including UCB, Expected Sarsa, and Double Learning. Part II extends these ideas to function approximation, with new sections on such topics as artificial neural networks and the Fourier basis, and offers expanded treatment of off-policy learning and policy-gradient methods. Part III has new chapters on reinforcement learning's relationships to psychology and neuroscience, as well as an updated case-studies chapter including AlphaGo and AlphaGo Zero, Atari game playing, and IBM Watson's wagering strategy. The final chapter discusses the future societal impacts of reinforcement learning.

Travel, Entertainment, and Gift Expenses

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Publisher :
ISBN 13 :
Total Pages : 19 pages
Book Rating : 4.:/5 (29 download)

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Book Synopsis Travel, Entertainment, and Gift Expenses by : United States. Internal Revenue Service

Download or read book Travel, Entertainment, and Gift Expenses written by United States. Internal Revenue Service and published by . This book was released on 1989 with total page 19 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Ask the IRS.

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Publisher :
ISBN 13 :
Total Pages : 26 pages
Book Rating : 4.:/5 (3 download)

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Book Synopsis Ask the IRS. by : United States. Internal Revenue Service

Download or read book Ask the IRS. written by United States. Internal Revenue Service and published by . This book was released on 1994-12 with total page 26 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Mom Test

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Publisher : Robfitz Ltd
ISBN 13 : 1492180742
Total Pages : 130 pages
Book Rating : 4.4/5 (921 download)

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Book Synopsis The Mom Test by : Rob Fitzpatrick

Download or read book The Mom Test written by Rob Fitzpatrick and published by Robfitz Ltd. This book was released on 2013-10-09 with total page 130 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Mom Test is a quick, practical guide that will save you time, money, and heartbreak. They say you shouldn't ask your mom whether your business is a good idea, because she loves you and will lie to you. This is technically true, but it misses the point. You shouldn't ask anyone if your business is a good idea. It's a bad question and everyone will lie to you at least a little . As a matter of fact, it's not their responsibility to tell you the truth. It's your responsibility to find it and it's worth doing right . Talking to customers is one of the foundational skills of both Customer Development and Lean Startup. We all know we're supposed to do it, but nobody seems willing to admit that it's easy to screw up and hard to do right. This book is going to show you how customer conversations go wrong and how you can do better.

Introduction to Business

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Publisher :
ISBN 13 : 9781947172555
Total Pages : 732 pages
Book Rating : 4.1/5 (725 download)

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Book Synopsis Introduction to Business by : Lawrence J. Gitman

Download or read book Introduction to Business written by Lawrence J. Gitman and published by . This book was released on 2018 with total page 732 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to Business covers the scope and sequence of most introductory business courses. The book provides detailed explanations in the context of core themes such as customer satisfaction, ethics, entrepreneurship, global business, and managing change. Introduction to Business includes hundreds of current business examples from a range of industries and geographic locations, which feature a variety of individuals. The outcome is a balanced approach to the theory and application of business concepts, with attention to the knowledge and skills necessary for student success in this course and beyond.

The Culture Code

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Publisher : Bantam
ISBN 13 : 0804176981
Total Pages : 305 pages
Book Rating : 4.8/5 (41 download)

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Book Synopsis The Culture Code by : Daniel Coyle

Download or read book The Culture Code written by Daniel Coyle and published by Bantam. This book was released on 2018-01-30 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: NEW YORK TIMES BESTSELLER • The author of The Talent Code unlocks the secrets of highly successful groups and provides tomorrow’s leaders with the tools to build a cohesive, motivated culture. NAMED ONE OF THE BEST BOOKS OF THE YEAR BY BLOOMBERG AND LIBRARY JOURNAL Where does great culture come from? How do you build and sustain it in your group, or strengthen a culture that needs fixing? In The Culture Code, Daniel Coyle goes inside some of the world’s most successful organizations—including the U.S. Navy’s SEAL Team Six, IDEO, and the San Antonio Spurs—and reveals what makes them tick. He demystifies the culture-building process by identifying three key skills that generate cohesion and cooperation, and explains how diverse groups learn to function with a single mind. Drawing on examples that range from Internet retailer Zappos to the comedy troupe Upright Citizens Brigade to a daring gang of jewel thieves, Coyle offers specific strategies that trigger learning, spark collaboration, build trust, and drive positive change. Coyle unearths helpful stories of failure that illustrate what not to do, troubleshoots common pitfalls, and shares advice about reforming a toxic culture. Combining leading-edge science, on-the-ground insights from world-class leaders, and practical ideas for action, The Culture Code offers a roadmap for creating an environment where innovation flourishes, problems get solved, and expectations are exceeded. Culture is not something you are—it’s something you do. The Culture Code puts the power in your hands. No matter the size of your group or your goal, this book can teach you the principles of cultural chemistry that transform individuals into teams that can accomplish amazing things together. Praise for The Culture Code “I’ve been waiting years for someone to write this book—I’ve built it up in my mind into something extraordinary. But it is even better than I imagined. Daniel Coyle has produced a truly brilliant, mesmerizing read that demystifies the magic of great groups. It blows all other books on culture right out of the water.”—Adam Grant, New York Times bestselling author of Option B, Originals, and Give and Take “If you want to understand how successful groups work—the signals they transmit, the language they speak, the cues that foster creativity—you won’t find a more essential guide than The Culture Code.”—Charles Duhigg, New York Times bestselling author of The Power of Habit and Smarter Faster Better

Your Federal Income Tax for Individuals

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Publisher :
ISBN 13 :
Total Pages : 300 pages
Book Rating : 4.:/5 (3 download)

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Book Synopsis Your Federal Income Tax for Individuals by :

Download or read book Your Federal Income Tax for Individuals written by and published by . This book was released on 2006 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Fundamentals of Rocket Propulsion

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Publisher : CRC Press
ISBN 13 : 1351708414
Total Pages : 364 pages
Book Rating : 4.3/5 (517 download)

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Book Synopsis Fundamentals of Rocket Propulsion by : DP Mishra

Download or read book Fundamentals of Rocket Propulsion written by DP Mishra and published by CRC Press. This book was released on 2017-07-20 with total page 364 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book follows a unified approach to present the basic principles of rocket propulsion in concise and lucid form. This textbook comprises of ten chapters ranging from brief introduction and elements of rocket propulsion, aerothermodynamics to solid, liquid and hybrid propellant rocket engines with chapter on electrical propulsion. Worked out examples are also provided at the end of chapter for understanding uncertainty analysis. This book is designed and developed as an introductory text on the fundamental aspects of rocket propulsion for both undergraduate and graduate students. It is also aimed towards practicing engineers in the field of space engineering. This comprehensive guide also provides adequate problems for audience to understand intricate aspects of rocket propulsion enabling them to design and develop rocket engines for peaceful purposes.

The Basics of Hacking and Penetration Testing

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Publisher : Elsevier
ISBN 13 : 0124116418
Total Pages : 223 pages
Book Rating : 4.1/5 (241 download)

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Book Synopsis The Basics of Hacking and Penetration Testing by : Patrick Engebretson

Download or read book The Basics of Hacking and Penetration Testing written by Patrick Engebretson and published by Elsevier. This book was released on 2013-06-24 with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Basics of Hacking and Penetration Testing, Second Edition, serves as an introduction to the steps required to complete a penetration test or perform an ethical hack from beginning to end. The book teaches students how to properly utilize and interpret the results of the modern-day hacking tools required to complete a penetration test. It provides a simple and clean explanation of how to effectively utilize these tools, along with a four-step methodology for conducting a penetration test or hack, thus equipping students with the know-how required to jump start their careers and gain a better understanding of offensive security. Each chapter contains hands-on examples and exercises that are designed to teach learners how to interpret results and utilize those results in later phases. Tool coverage includes: Backtrack Linux, Google reconnaissance, MetaGooFil, dig, Nmap, Nessus, Metasploit, Fast Track Autopwn, Netcat, and Hacker Defender rootkit. This is complemented by PowerPoint slides for use in class. This book is an ideal resource for security consultants, beginning InfoSec professionals, and students. Each chapter contains hands-on examples and exercises that are designed to teach you how to interpret the results and utilize those results in later phases Written by an author who works in the field as a Penetration Tester and who teaches Offensive Security, Penetration Testing, and Ethical Hacking, and Exploitation classes at Dakota State University Utilizes the Kali Linux distribution and focuses on the seminal tools required to complete a penetration test

The Politics Industry

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Publisher : Harvard Business Press
ISBN 13 : 1633699242
Total Pages : 316 pages
Book Rating : 4.6/5 (336 download)

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Book Synopsis The Politics Industry by : Katherine M. Gehl

Download or read book The Politics Industry written by Katherine M. Gehl and published by Harvard Business Press. This book was released on 2020-06-23 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: Leading political innovation activist Katherine Gehl and world-renowned business strategist Michael Porter bring fresh perspective, deep scholarship, and a real and actionable solution, Final Five Voting, to the grand challenge of our broken political and democratic system. Final Five Voting has already been adopted in Alaska and is being advanced in states across the country. The truth is, the American political system is working exactly how it is designed to work, and it isn't designed or optimized today to work for us—for ordinary citizens. Most people believe that our political system is a public institution with high-minded principles and impartial rules derived from the Constitution. In reality, it has become a private industry dominated by a textbook duopoly—the Democrats and the Republicans—and plagued and perverted by unhealthy competition between the players. Tragically, it has therefore become incapable of delivering solutions to America's key economic and social challenges. In fact, there's virtually no connection between our political leaders solving problems and getting reelected. In The Politics Industry, business leader and path-breaking political innovator Katherine Gehl and world-renowned business strategist Michael Porter take a radical new approach. They ingeniously apply the tools of business analysis—and Porter's distinctive Five Forces framework—to show how the political system functions just as every other competitive industry does, and how the duopoly has led to the devastating outcomes we see today. Using this competition lens, Gehl and Porter identify the most powerful lever for change—a strategy comprised of a clear set of choices in two key areas: how our elections work and how we make our laws. Their bracing assessment and practical recommendations cut through the endless debate about various proposed fixes, such as term limits and campaign finance reform. The result: true political innovation. The Politics Industry is an original and completely nonpartisan guide that will open your eyes to the true dynamics and profound challenges of the American political system and provide real solutions for reshaping the system for the benefit of all. THE INSTITUTE FOR POLITICAL INNOVATION The authors will donate all royalties from the sale of this book to the Institute for Political Innovation.

Income Averaging

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Publisher :
ISBN 13 :
Total Pages : 8 pages
Book Rating : 4.3/5 ( download)

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Book Synopsis Income Averaging by : United States. Internal Revenue Service

Download or read book Income Averaging written by United States. Internal Revenue Service and published by . This book was released on 1985 with total page 8 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Learning disabilities screening and evaluation guide for low- and middle-income countries

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Author :
Publisher : RTI Press
ISBN 13 :
Total Pages : 50 pages
Book Rating : 4./5 ( download)

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Book Synopsis Learning disabilities screening and evaluation guide for low- and middle-income countries by : Anne M. Hayes

Download or read book Learning disabilities screening and evaluation guide for low- and middle-income countries written by Anne M. Hayes and published by RTI Press. This book was released on 2018-04-29 with total page 50 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learning disabilities are among the most common disabilities experienced in childhood and adulthood. Although identifying learning disabilities in a school setting is a complex process, it is particularly challenging in low- and middle-income countries that lack the appropriate resources, tools, and supports. This guide provides an introduction to learning disabilities and describes the processes and practices that are necessary for the identification process. It also describes a phased approach that countries can use to assess their current screening and evaluation services, as well as determine the steps needed to develop, strengthen, and build systems that support students with learning disabilities. This guide also provides intervention recommendations that teachers and school administrators can implement at each phase of system development. Although this guide primarily addresses learning disabilities, the practices, processes, and systems described may be also used to improve the identification of other disabilities commonly encountered in schools.

The Impact of School Infrastructure on Learning

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Publisher : World Bank Publications
ISBN 13 : 1464813787
Total Pages : 71 pages
Book Rating : 4.4/5 (648 download)

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Book Synopsis The Impact of School Infrastructure on Learning by : Peter Barrett

Download or read book The Impact of School Infrastructure on Learning written by Peter Barrett and published by World Bank Publications. This book was released on 2019-02-04 with total page 71 pages. Available in PDF, EPUB and Kindle. Book excerpt: 'The Impact of School Infrastructure on Learning: A Synthesis of the Evidence provides an excellent literature review of the resources that explore the areas of focus for improved student learning, particularly the aspiration for “accessible, well-built, child-centered, synergetic and fully realized learning environments.†? Written in a style which is both clear and accessible, it is a practical reference for senior government officials and professionals involved in the planning and design of educational facilities, as well as for educators and school leaders. --Yuri Belfali, Head of Division, Early Childhood and Schools, OECD Directorate for Education and Skills This is an important and welcome addition to the surprisingly small, evidence base on the impacts of school infrastructure given the capital investment involved. It will provide policy makers, practitioners, and those who are about to commission a new build with an important and comprehensive point of reference. The emphasis on safe and healthy spaces for teaching and learning is particularly welcome. --Harry Daniels, Professor of Education, Department of Education, Oxford University, UK This report offers a useful library of recent research to support the, connection between facility quality and student outcomes. At the same time, it also points to the unmet need for research to provide verifiable and reliable information on this connection. With such evidence, decisionmakers will be better positioned to accurately balance the allocation of limited resources among the multiple competing dimensions of school policy, including the construction and maintenance of the school facility. --David Lever, K-12 Facility Planner, Former Executive Director of the Interagency Committee on School Construction, Maryland Many planners and designers are seeking a succinct body of research defining both the issues surrounding the global planning of facilities as well as the educational outcomes based on the quality of the space provided. The authors have finally brought that body of evidence together in this well-structured report. The case for better educational facilities is clearly defined and resources are succinctly identified to stimulate the dialogue to come. We should all join this conversation to further the process of globally enhancing learning-environment quality! --David Schrader, AIA, Educational Facility Planner and Designer, Former Chairman of the Board of Directors, Association for Learning Environments (A4LE)

Seeing Like a State

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Publisher : Yale University Press
ISBN 13 : 0300252986
Total Pages : 462 pages
Book Rating : 4.3/5 (2 download)

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Book Synopsis Seeing Like a State by : James C. Scott

Download or read book Seeing Like a State written by James C. Scott and published by Yale University Press. This book was released on 2020-03-17 with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt: “One of the most profound and illuminating studies of this century to have been published in recent decades.”—John Gray, New York Times Book Review Hailed as “a magisterial critique of top-down social planning” by the New York Times, this essential work analyzes disasters from Russia to Tanzania to uncover why states so often fail—sometimes catastrophically—in grand efforts to engineer their society or their environment, and uncovers the conditions common to all such planning disasters. “Beautifully written, this book calls into sharp relief the nature of the world we now inhabit.”—New Yorker “A tour de force.”— Charles Tilly, Columbia University

Fundamentals of Human Resource Management

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Publisher : McGraw-Hill/Irwin
ISBN 13 : 9780072825671
Total Pages : 0 pages
Book Rating : 4.8/5 (256 download)

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Book Synopsis Fundamentals of Human Resource Management by : Raymond A. Noe

Download or read book Fundamentals of Human Resource Management written by Raymond A. Noe and published by McGraw-Hill/Irwin. This book was released on 2004 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Math in Society

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Publisher :
ISBN 13 : 9781479276530
Total Pages : 0 pages
Book Rating : 4.2/5 (765 download)

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Book Synopsis Math in Society by : David Lippman

Download or read book Math in Society written by David Lippman and published by . This book was released on 2012-09-07 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Math in Society is a survey of contemporary mathematical topics, appropriate for a college-level topics course for liberal arts major, or as a general quantitative reasoning course.This book is an open textbook; it can be read free online at http://www.opentextbookstore.com/mathinsociety/. Editable versions of the chapters are available as well.