Model-Based Machine Learning

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Author :
Publisher : CRC Press
ISBN 13 : 1498756824
Total Pages : 469 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Model-Based Machine Learning by : John Winn

Download or read book Model-Based Machine Learning written by John Winn and published by CRC Press. This book was released on 2023-11-30 with total page 469 pages. Available in PDF, EPUB and Kindle. Book excerpt: Today, machine learning is being applied to a growing variety of problems in a bewildering variety of domains. A fundamental challenge when using machine learning is connecting the abstract mathematics of a machine learning technique to a concrete, real world problem. This book tackles this challenge through model-based machine learning which focuses on understanding the assumptions encoded in a machine learning system and their corresponding impact on the behaviour of the system. The key ideas of model-based machine learning are introduced through a series of case studies involving real-world applications. Case studies play a central role because it is only in the context of applications that it makes sense to discuss modelling assumptions. Each chapter introduces one case study and works through step-by-step to solve it using a model-based approach. The aim is not just to explain machine learning methods, but also showcase how to create, debug, and evolve them to solve a problem. Features: Explores the assumptions being made by machine learning systems and the effect these assumptions have when the system is applied to concrete problems. Explains machine learning concepts as they arise in real-world case studies. Shows how to diagnose, understand and address problems with machine learning systems. Full source code available, allowing models and results to be reproduced and explored. Includes optional deep-dive sections with more mathematical details on inference algorithms for the interested reader.

National Geographic Kids Look and Learn: Match!

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Author :
Publisher : National Geographic Books
ISBN 13 : 142630871X
Total Pages : 24 pages
Book Rating : 4.4/5 (263 download)

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Book Synopsis National Geographic Kids Look and Learn: Match! by : National Geographic Society (U.S.)

Download or read book National Geographic Kids Look and Learn: Match! written by National Geographic Society (U.S.) and published by National Geographic Books. This book was released on 2011 with total page 24 pages. Available in PDF, EPUB and Kindle. Book excerpt: Pictures and vocabulary present sets for you to choose ones that are alike.

Learning by Playing

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Publisher : Oxford University Press, USA
ISBN 13 : 019989664X
Total Pages : 386 pages
Book Rating : 4.1/5 (998 download)

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Book Synopsis Learning by Playing by : Fran Blumberg

Download or read book Learning by Playing written by Fran Blumberg and published by Oxford University Press, USA. This book was released on 2014 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: There is a growing recognition in the learning sciences that video games can no longer be seen as impediments to education, but rather, they can be developed to enhance learning. Educational and developmental psychologists, education researchers, media psychologists, and cognitive psychologists are now joining game designers and developers in seeking out new ways to use video game play in the classroom. In Learning by Playing, a diverse group of contributors provide perspectives on the most current thinking concerning the ramifications of leisure video game play for academic classroom learning. The first section of the text provides foundational understanding of the cognitive skills and content knowledge that children and adolescents acquire and refine during video game play. The second section explores game features that captivate and promote skills development among game players. The subsequent sections discuss children and adolescents' learning in the context of different types of games and the factors that contribute to transfer of learning from video game play to the classroom. These chapters then form the basis for the concluding section of the text: a specification of the most appropriate research agenda to investigate the academic potential of video game play, particularly using those games that child and adolescent players find most compelling. Contributors include researchers in education, learning sciences, and cognitive and developmental psychology, as well as instructional design researchers.

The Self and Match System

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Publisher :
ISBN 13 : 9780692269817
Total Pages : 150 pages
Book Rating : 4.2/5 (698 download)

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Book Synopsis The Self and Match System by : Jamie Salter

Download or read book The Self and Match System written by Jamie Salter and published by . This book was released on 2014-09-01 with total page 150 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Self & Match System is a self-monitoring intervention and motivational system that is firmly grounded in principles of Applied Behavior Analysis. It is a valuable tool that can be implemented with an individual student, class-wide, or as part of a School-Wide Positive Behavior Intervention & Support program. This manual provides educators a foundation for developing an individualized systematic self-monitoring intervention, as well as, provides numerous reproducible forms for immediate use.

Early Learning Fun: Match It!

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Author :
Publisher : Macmillan
ISBN 13 : 0312518021
Total Pages : 60 pages
Book Rating : 4.3/5 (125 download)

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Book Synopsis Early Learning Fun: Match It! by : Roger Priddy

Download or read book Early Learning Fun: Match It! written by Roger Priddy and published by Macmillan. This book was released on 2015-04-21 with total page 60 pages. Available in PDF, EPUB and Kindle. Book excerpt: Can you match it? This awesome activity book from Roger Priddy has lots of fun matching games for kids to complete. The fantastic wipe-clean pages and pen allow all the exercises to be repeated over and over, and there is a clock icon on every page where children can record how long each game takes, and see if they can beat it the next time around. A great book to help develop memory and concentration skills, Match It! also includes pull-out matching and memory game cards.

Bringing Math Students Into the Formative Assessment Equation

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Publisher : Corwin Press
ISBN 13 : 1483385965
Total Pages : 222 pages
Book Rating : 4.4/5 (833 download)

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Book Synopsis Bringing Math Students Into the Formative Assessment Equation by : Susan Janssen Creighton

Download or read book Bringing Math Students Into the Formative Assessment Equation written by Susan Janssen Creighton and published by Corwin Press. This book was released on 2015-01-21 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: Make formative assessment work for you—and your math students! Finally, formative assessment that adds up! Bringing Math Students Into the Formative Assessment Equation is the ultimate resource for helping teachers implement formative assessment in the middle school mathematics classroom. And it’s much more than that. With this research-based, teacher-tested guide, you won’t just learn effective teaching strategies—you’ll turn your students into self-regulated learners. They’ll monitor and assess their own progress—and communicate to you about it! Features include: A clear and manageable six-aspect instructional model Detailed strategies for helping students own their successes Real-life examples from middle school mathematics teachers Useful resources and a companion website to help you implement formative assessment in your classroom Formative assessment isn’t just for teachers anymore. With the help of this essential resource, you’ll work together with your students toward a common goal of math success. "This book is outstanding. I would recommend it to any math educator. The depth of research integrated into practice is extensive and, as a result, it is the most practical book I have come across related to formative assessment and mathematics The self-regulation aspects, as well as the ownership and involvement emphasized in the book, went beyond the traditional cognitive strategies endorsed in most books." Marc Simmons, Principal Ilwaco Middle School, Ocean Beach School District, Long Beach, WA "The ideas in this book are brought to life with examples of teachers and students in the classroom. The teacher voices, comments, and quotes lend credibility and are a big component of the book’s strengths as well as the visuals and graphics." Rita Tellez, Math Coordinator Ysleta Independent School District, El Paso, TX

The Infinite Game

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Publisher : Penguin
ISBN 13 : 0735213526
Total Pages : 272 pages
Book Rating : 4.7/5 (352 download)

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Book Synopsis The Infinite Game by : Simon Sinek

Download or read book The Infinite Game written by Simon Sinek and published by Penguin. This book was released on 2019-10-15 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the New York Times bestselling author of Start With Why and Leaders Eat Last, a bold framework for leadership in today’s ever-changing world. How do we win a game that has no end? Finite games, like football or chess, have known players, fixed rules and a clear endpoint. The winners and losers are easily identified. Infinite games, games with no finish line, like business or politics, or life itself, have players who come and go. The rules of an infinite game are changeable while infinite games have no defined endpoint. There are no winners or losers—only ahead and behind. The question is, how do we play to succeed in the game we’re in? In this revelatory new book, Simon Sinek offers a framework for leading with an infinite mindset. On one hand, none of us can resist the fleeting thrills of a promotion earned or a tournament won, yet these rewards fade quickly. In pursuit of a Just Cause, we will commit to a vision of a future world so appealing that we will build it week after week, month after month, year after year. Although we do not know the exact form this world will take, working toward it gives our work and our life meaning. Leaders who embrace an infinite mindset build stronger, more innovative, more inspiring organizations. Ultimately, they are the ones who lead us into the future.

Understanding by Design

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Publisher : ASCD
ISBN 13 : 1416600353
Total Pages : 383 pages
Book Rating : 4.4/5 (166 download)

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Book Synopsis Understanding by Design by : Grant P. Wiggins

Download or read book Understanding by Design written by Grant P. Wiggins and published by ASCD. This book was released on 2005 with total page 383 pages. Available in PDF, EPUB and Kindle. Book excerpt: What is understanding and how does it differ from knowledge? How can we determine the big ideas worth understanding? Why is understanding an important teaching goal, and how do we know when students have attained it? How can we create a rigorous and engaging curriculum that focuses on understanding and leads to improved student performance in today's high-stakes, standards-based environment? Authors Grant Wiggins and Jay McTighe answer these and many other questions in this second edition of Understanding by Design. Drawing on feedback from thousands of educators around the world who have used the UbD framework since its introduction in 1998, the authors have greatly revised and expanded their original work to guide educators across the K-16 spectrum in the design of curriculum, assessment, and instruction. With an improved UbD Template at its core, the book explains the rationale of backward design and explores in greater depth the meaning of such key ideas as essential questions and transfer tasks. Readers will learn why the familiar coverage- and activity-based approaches to curriculum design fall short, and how a focus on the six facets of understanding can enrich student learning. With an expanded array of practical strategies, tools, and examples from all subject areas, the book demonstrates how the research-based principles of Understanding by Design apply to district frameworks as well as to individual units of curriculum. Combining provocative ideas, thoughtful analysis, and tested approaches, this new edition of Understanding by Design offers teacher-designers a clear path to the creation of curriculum that ensures better learning and a more stimulating experience for students and teachers alike.

Seven Games: A Human History

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Publisher : W. W. Norton & Company
ISBN 13 : 1324003782
Total Pages : 326 pages
Book Rating : 4.3/5 (24 download)

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Book Synopsis Seven Games: A Human History by : Oliver Roeder

Download or read book Seven Games: A Human History written by Oliver Roeder and published by W. W. Norton & Company. This book was released on 2022-01-25 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: A group biography of seven enduring and beloved games, and the story of why—and how—we play them. Checkers, backgammon, chess, and Go. Poker, Scrabble, and bridge. These seven games, ancient and modern, fascinate millions of people worldwide. In Seven Games, Oliver Roeder charts their origins and historical importance, the delightful arcana of their rules, and the ways their design makes them pleasurable. Roeder introduces thrilling competitors, such as evangelical minister Marion Tinsley, who across forty years lost only three games of checkers; Shusai, the Master, the last Go champion of imperial Japan, defending tradition against “modern rationalism”; and an IBM engineer who created a backgammon program so capable at self-learning that NASA used it on the space shuttle. He delves into the history and lore of each game: backgammon boards in ancient Egypt, the Indian origins of chess, how certain shells from a particular beach in Japan make the finest white Go stones. Beyond the cultural and personal stories, Roeder explores why games, seemingly trivial pastimes, speak so deeply to the human soul. He introduces an early philosopher of games, the aptly named Bernard Suits, and visits an Oxford cosmologist who has perfected a computer that can effectively play bridge, a game as complicated as human language itself. Throughout, Roeder tells the compelling story of how humans, pursuing scientific glory and competitive advantage, have invented AI programs better than any human player, and what that means for the games—and for us. Funny, fascinating, and profound, Seven Games is a story of obsession, psychology, history, and how play makes us human.

You Have a Match

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Publisher : Wednesday Books
ISBN 13 : 1250237319
Total Pages : 267 pages
Book Rating : 4.2/5 (52 download)

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Book Synopsis You Have a Match by : Emma Lord

Download or read book You Have a Match written by Emma Lord and published by Wednesday Books. This book was released on 2021-01-12 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: INSTANT NEW YORK TIMES BESTSELLER A REESE'S BOOK CLUB WINTER YA PICK INDIE NEXT PICK A BEST YA PICK OF 2021 BY POPSUGAR * PARADE A new love, a secret sister, and a summer she'll never forget. From the beloved author of Tweet Cute comes Emma Lord's You Have a Match, a hilarious and heartfelt novel of romance, sisterhood, and friendship... When Abby signs up for a DNA service, it’s mainly to give her friend and secret love interest, Leo, a nudge. After all, she knows who she is already: Avid photographer. Injury-prone tree climber. Best friend to Leo and Connie...although ever since the B.E.I. (Big Embarrassing Incident) with Leo, things have been awkward on that front. But she didn’t know she’s a younger sister. When the DNA service reveals Abby has a secret sister, shimmery-haired Instagram star Savannah Tully, it’s hard to believe they’re from the same planet, never mind the same parents — especially considering Savannah, queen of green smoothies, is only a year and a half older than Abby herself. The logical course of action? Meet up at summer camp (obviously) and figure out why Abby’s parents gave Savvy up for adoption. But there are complications: Savvy is a rigid rule-follower and total narc. Leo is the camp’s co-chef, putting Abby's growing feelings for him on blast. And her parents have a secret that threatens to unravel everything. But part of life is showing up, leaning in, and learning to fit all your awkward pieces together. Because sometimes, the hardest things can also be the best ones. “A YA contemporary set at summer camp? Count us in.” —BuzzFeed “Heartfelt and engaging, You Have a Match is a masterclass on love in all its forms.” —Sophie Gonzales, author of Only Mostly Devastated and Perfect on Paper “A bright summer tale of connection and self-discovery.” —Booklist “A cute, feel-good coming-of-age story.” —Kirkus

Gamestorming

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Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1449395902
Total Pages : 290 pages
Book Rating : 4.4/5 (493 download)

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Book Synopsis Gamestorming by : Dave Gray

Download or read book Gamestorming written by Dave Gray and published by "O'Reilly Media, Inc.". This book was released on 2010-07-14 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: Great things don't happen in a vacuum. But creating an environment for creative thinking and innovation can be a daunting challenge. How can you make it happen at your company? The answer may surprise you: gamestorming. This book includes more than 80 games to help you break down barriers, communicate better, and generate new ideas, insights, and strategies. The authors have identified tools and techniques from some of the world's most innovative professionals, whose teams collaborate and make great things happen. This book is the result: a unique collection of games that encourage engagement and creativity while bringing more structure and clarity to the workplace. Find out why -- and how -- with Gamestorming. Overcome conflict and increase engagement with team-oriented games Improve collaboration and communication in cross-disciplinary teams with visual-thinking techniques Improve understanding by role-playing customer and user experiences Generate better ideas and more of them, faster than ever before Shorten meetings and make them more productive Simulate and explore complex systems, interactions, and dynamics Identify a problem's root cause, and find the paths that point toward a solution

Ditch That Textbook

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Publisher :
ISBN 13 : 9781946444257
Total Pages : 240 pages
Book Rating : 4.4/5 (442 download)

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Book Synopsis Ditch That Textbook by : Matt Miller

Download or read book Ditch That Textbook written by Matt Miller and published by . This book was released on 2015-04-13 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: Textbooks are symbols of centuries-old education. They're often outdated as soon as they hit students' desks. Acting "by the textbook" implies compliance and a lack of creativity. It's time to ditch those textbooks--and those textbook assumptions about learning In Ditch That Textbook, teacher and blogger Matt Miller encourages educators to throw out meaningless, pedestrian teaching and learning practices. He empowers them to evolve and improve on old, standard, teaching methods. Ditch That Textbook is a support system, toolbox, and manifesto to help educators free their teaching and revolutionize their classrooms.

Dinosaur Bingo

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Publisher :
ISBN 13 : 9781784406882
Total Pages : pages
Book Rating : 4.4/5 (68 download)

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Book Synopsis Dinosaur Bingo by :

Download or read book Dinosaur Bingo written by and published by . This book was released on 2015 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Game Thinking

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Publisher : Gamethinking.IO
ISBN 13 : 9780999788547
Total Pages : 214 pages
Book Rating : 4.7/5 (885 download)

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Book Synopsis Game Thinking by : Amy Jo Kim

Download or read book Game Thinking written by Amy Jo Kim and published by Gamethinking.IO. This book was released on 2018-05-25 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: During her time working on genre-defining games like The Sims, Rock Band, and Ultima Online, Amy Jo learned that customers stick with products that help them get better at something they care about, like playing an instrument or leading a team. Amy Jo has used her insights from gaming to help hundreds of companies like Netflix, Disney, The New York Times, Ubisoft and Happify innovate faster and smarter, and drive long-term engagement.

Cooperative Learning

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Publisher : Kagan Cooperative Learning
ISBN 13 :
Total Pages : 384 pages
Book Rating : 4.X/5 (4 download)

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Book Synopsis Cooperative Learning by : Spencer Kagan

Download or read book Cooperative Learning written by Spencer Kagan and published by Kagan Cooperative Learning. This book was released on 1994 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Grade level: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, k, p, e, i, s, t.

Match-ADTC

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Publisher : Practicewise
ISBN 13 : 9780984311514
Total Pages : 267 pages
Book Rating : 4.3/5 (115 download)

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Book Synopsis Match-ADTC by : Bruce F. Chorpita

Download or read book Match-ADTC written by Bruce F. Chorpita and published by Practicewise. This book was released on 2009 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Bee Counts the Dots

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Publisher :
ISBN 13 : 9781742022093
Total Pages : 12 pages
Book Rating : 4.0/5 (22 download)

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Book Synopsis Bee Counts the Dots by : Book Company Publishing Pty, Limited, The

Download or read book Bee Counts the Dots written by Book Company Publishing Pty, Limited, The and published by . This book was released on 2009 with total page 12 pages. Available in PDF, EPUB and Kindle. Book excerpt: