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Book The Golden Book

    Book Details:
  • Author : Kate Ryan
  • Publisher :
  • Release : 2021-08-03
  • ISBN : 9781922310088
  • Pages : 240 pages

Download or read book The Golden Book written by Kate Ryan and published by . This book was released on 2021-08-03 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Book Mathematics for Machine Learning

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.

Book The Teaching of History

Download or read book The Teaching of History written by Paul Klapper and published by . This book was released on 1926 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The Teaching of History" seeks to describe a system of teaching within the social environment that will contribute significantly toward the development of civic-mindedness in young people. The development of civic intelligence, that may prompt socialized behavior, is consistently employed as the standard to determine the contents of the book, the character of the discussions, and the color of the conclusions. This text presents a detailed study of the important problems that arise in teaching history, civics, and current social events in the elementary grades and junior high.

Book I Am Fartacus

    Book Details:
  • Author : Mark Maciejewski
  • Publisher : Simon and Schuster
  • Release : 2017-04-18
  • ISBN : 1481464205
  • Pages : 336 pages

Download or read book I Am Fartacus written by Mark Maciejewski and published by Simon and Schuster. This book was released on 2017-04-18 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: When Chub leads his cadre of middle school misfits in an effort to bring down the evil empire led by his nemesis Arch, he inadvertently becomes the school hero.

Book Margot Mertz Takes It Down

Download or read book Margot Mertz Takes It Down written by Carrie McCrossen and published by Penguin. This book was released on 2021-11-09 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: Veronica Mars meets Moxie in this hilarious and biting YA contemporary novel following Margot Mertz, a girl who runs an internet cleanup business and embarks on a quest to take down a revenge-porn site targeting the girls in her school. For the right price, high school junior Margot Mertz will go to the ends of the internet to remove your nip-slip, dick pic, or embarrassing DM. At least that's what it says on her business card. Margot founded a now notorious company that helps students, teachers, even a local weatherman, discreetly clean up their digital shame. And since her parents lost her college fund, Margot is happy to work for anyone... if they can pay, she can clean. But when a fellow student hires her to take down some leaked nudes, Margot discovers a secret revenge porn site featuring Roosevelt High girls. And hell hath no fury like Margot when she sees girls’ butts shared without their consent. With the help of an unwitting ally, the popular and uncomfortably handsome Avery Green, Margot will gain access to the far flung cliques of Roosevelt High. Anything to find the mastermind (read: asshole) behind the site. But the more she digs, the deeper and darker the case becomes until Margot realizes that some jobs are so dirty, no one can come away clean. Even her. Gross.

Book Deep Learning for Coders with fastai and PyTorch

Download or read book Deep Learning for Coders with fastai and PyTorch written by Jeremy Howard and published by O'Reilly Media. This book was released on 2020-06-29 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent interface to the most frequently used deep learning applications. Authors Jeremy Howard and Sylvain Gugger, the creators of fastai, show you how to train a model on a wide range of tasks using fastai and PyTorch. You’ll also dive progressively further into deep learning theory to gain a complete understanding of the algorithms behind the scenes. Train models in computer vision, natural language processing, tabular data, and collaborative filtering Learn the latest deep learning techniques that matter most in practice Improve accuracy, speed, and reliability by understanding how deep learning models work Discover how to turn your models into web applications Implement deep learning algorithms from scratch Consider the ethical implications of your work Gain insight from the foreword by PyTorch cofounder, Soumith Chintala

Book Katrina s Justice

    Book Details:
  • Author : K.R. Fischer
  • Publisher : iUniverse
  • Release : 2019-07-29
  • ISBN : 1532078781
  • Pages : 175 pages

Download or read book Katrina s Justice written by K.R. Fischer and published by iUniverse. This book was released on 2019-07-29 with total page 175 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book is about a family that lives in a rural community in the Midwest that is learning to cope with the many issues of raising children in the twentieth century and after the terrible incident of September 11, 2001. what it takes to have hope to achieve life along with dealing with nature’s fury after Hurricane Katrina in 2005. The mother Katrina battles everyday life with raising three children in a rural community as her life unfolds with one of her children being diagnosed with AD, ADHD and anger psychosis at a young age. As the children grow up to be teenagers the family learns about the real judicial system first hand as the oldest is arrested and taken away from the family. Katrina learns to cope as a parent, mother and wife as the judicial system tears her apart on top of dealing with emotional and medical conditions on a daily basis. The family learns that justice is in the eyes of the holder and life needs to continue with the notion of hope is just at the end of every rainbow. The story continues as Katrina and Darrien try to mend their marriage and accept their fate as parents’. Katrina watches her family more on as the children reach their young adult ages, continues to go back to school and see why life itself is to be treasured. As she watches Hurricane Katrina destroy the gulf coast in 2005 and a great aunt and uncle loose all their early belongings. Katrina soon realizes that if people including herself have hope then things will get brighter at the end of that long tunnel.

Book Deep Learning and the Game of Go

Download or read book Deep Learning and the Game of Go written by Kevin Ferguson and published by Simon and Schuster. This book was released on 2019-01-06 with total page 611 pages. Available in PDF, EPUB and Kindle. Book excerpt: Summary Deep Learning and the Game of Go teaches you how to apply the power of deep learning to complex reasoning tasks by building a Go-playing AI. After exposing you to the foundations of machine and deep learning, you'll use Python to build a bot and then teach it the rules of the game. Foreword by Thore Graepel, DeepMind Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology The ancient strategy game of Go is an incredible case study for AI. In 2016, a deep learning-based system shocked the Go world by defeating a world champion. Shortly after that, the upgraded AlphaGo Zero crushed the original bot by using deep reinforcement learning to master the game. Now, you can learn those same deep learning techniques by building your own Go bot! About the Book Deep Learning and the Game of Go introduces deep learning by teaching you to build a Go-winning bot. As you progress, you'll apply increasingly complex training techniques and strategies using the Python deep learning library Keras. You'll enjoy watching your bot master the game of Go, and along the way, you'll discover how to apply your new deep learning skills to a wide range of other scenarios! What's inside Build and teach a self-improving game AI Enhance classical game AI systems with deep learning Implement neural networks for deep learning About the Reader All you need are basic Python skills and high school-level math. No deep learning experience required. About the Author Max Pumperla and Kevin Ferguson are experienced deep learning specialists skilled in distributed systems and data science. Together, Max and Kevin built the open source bot BetaGo. Table of Contents PART 1 - FOUNDATIONS Toward deep learning: a machine-learning introduction Go as a machine-learning problem Implementing your first Go bot PART 2 - MACHINE LEARNING AND GAME AI Playing games with tree search Getting started with neural networks Designing a neural network for Go data Learning from data: a deep-learning bot Deploying bots in the wild Learning by practice: reinforcement learning Reinforcement learning with policy gradients Reinforcement learning with value methods Reinforcement learning with actor-critic methods PART 3 - GREATER THAN THE SUM OF ITS PARTS AlphaGo: Bringing it all together AlphaGo Zero: Integrating tree search with reinforcement learning

Book W B  Yeats s Robartes Aherne Writings

Download or read book W B Yeats s Robartes Aherne Writings written by Wayne K. Chapman and published by Bloomsbury Publishing. This book was released on 2018-05-31 with total page 427 pages. Available in PDF, EPUB and Kindle. Book excerpt: The figures of Michael Robartes and Owen Aherne appear throughout the writing of the great Irish poet W.B. Yeats, featuring in his poems, short fictions, dialogues and as authorities in notes to his work. Bringing together into one volume published and unpublished writings featuring these two enigmatic figures, W.B. Yeats's Robartes-Aherne Writings traces their history and the development of Yeats's mystical thought that culminated (twice) in the publication of his visionary work A Vision (1925, 1937). Including reproductions of manuscript and notebook pages as well as transcriptions and extracts from a wide range of Yeats's mystical writings and substantial commentary and annotation throughout, this book is an essential resource for scholars of Yeats's thought, his stylistic evolution and the esoteric influences on modernist writing in the early 20th century.

Book Reading Comprehension in Educational Settings

Download or read book Reading Comprehension in Educational Settings written by José A. León and published by John Benjamins Publishing Company. This book was released on 2017-10-19 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: Text comprehension is a critical area of psychological and educational research, and has particular relevance to educational context. The general aim of this international volume Reading Comprehension in Educational Settings is to encourage excellence in research and to bring together teachers, students, researchers and other professionals from different disciplines (e.g. psychology, linguistics, neuroscience, education, information technology, and communication), as well as all those members of the general public who have an interest in the study of reading. The specific objectives of the different chapters in this volume are to analyze existing methods of studying the various aspects of reading comprehension, disseminate results already obtained by research groups working in the field and debate current and future trends in the study of reading.

Book Rest Easy

    Book Details:
  • Author : Warona Jolomba
  • Publisher : Wattpad Webtoon Studios
  • Release : 2021-10-26
  • ISBN : 1989365965
  • Pages : 312 pages

Download or read book Rest Easy written by Warona Jolomba and published by Wattpad Webtoon Studios . This book was released on 2021-10-26 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Words have the power to heal "We're not friends. We're just volunteer partners. Once our shift is over, we don't know each other." "I hate you sometimes." "What about the rest of the time?" " . . . the opposite, I guess." Heartsick from the death of his mother and heartsore from breaking up with his girlfriend, Dee Warrington is barely getting by. Eccentric with mad style, Naya’s had straight As since the seventh grade, and when she makes a pinky promise, she means it. Both find themselves at Salvation Hill Nursing Home, volunteering during their summer break. There they meet Marie Delden—a former aspiring poet with a mysterious backstory. As Dee and Naya read through Marie’s poems, they begin to unravel Marie’s past . . . and discover their own future. Inspired by a true story, Warona Jolomba shares a tale of love and loss, and a bond that forms in the unlikeliest of places.

Book Industrial Machine Learning

Download or read book Industrial Machine Learning written by Andreas François Vermeulen and published by Apress. This book was released on 2019-11-30 with total page 652 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understand the industrialization of machine learning (ML) and take the first steps toward identifying and generating the transformational disruptors of artificial intelligence (AI). You will learn to apply ML to data lakes in various industries, supplying data professionals with the advanced skills required to handle the future of data engineering and data science. Data lakes currently generated by worldwide industrialized business activities are projected to reach 35 zettabytes (ZB) as the Fourth Industrial Revolution produces an exponential increase of volume, velocity, variety, variability, veracity, visualization, and value. Industrialization of ML evolves from AI and studying pattern recognition against the increasingly unstructured resource stored in data lakes. Industrial Machine Learning supplies advanced, yet practical examples in different industries, including finance, public safety, health care, transportation, manufactory, supply chain, 3D printing, education, research, and data science. The book covers: supervised learning, unsupervised learning, reinforcement learning, evolutionary computing principles, soft robotics disruptors, and hard robotics disruptors. What You Will Learn Generate and identify transformational disruptors of artificial intelligence (AI) Understand the field of machine learning (ML) and apply it to handle big data and process the data lakes in your environment Hone the skills required to handle the future of data engineering and data science Who This Book Is For Intermediate to expert level professionals in the fields of data science, data engineering, machine learning, and data management

Book Machine Learning Refined

    Book Details:
  • Author : Jeremy Watt
  • Publisher : Cambridge University Press
  • Release : 2020-01-09
  • ISBN : 1108480721
  • Pages : 597 pages

Download or read book Machine Learning Refined written by Jeremy Watt and published by Cambridge University Press. This book was released on 2020-01-09 with total page 597 pages. Available in PDF, EPUB and Kindle. Book excerpt: An intuitive approach to machine learning covering key concepts, real-world applications, and practical Python coding exercises.

Book Without a Trace

Download or read book Without a Trace written by Danielle Nadler and published by Morgan James Publishing. This book was released on 2018-04-17 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: From World War Two veteran to legendary American mountain man: The “mesmerizing tale . . . [of] a 20th century Kit Carson” (The Winchester Star). Orphaned as a young child during the Great Depression, he was called John P. Glover. No one at the boys’ schools in which he grew up knew much about him. The boy himself hadn’t even a clue what the “P” stood for. Seventy years later he was known as the Sierra Phantom, a blissful, solitary modern frontiersman who’d finally found a place to call home in the wilds of the Sierra Nevada. Then, after decades of surviving off the land, the local legend who lived in the shadow of the small mountain town of Bishop, California, was tracked down by journalist Danielle Nadler. Through their weekly conversations, the mountaineer shares his years of outdoor survival, his need to be free, and eventually the personal tragedies that drove him to a life in the wild—from his hardscrabble childhood to his service fighting the Japanese during the Second World War. With each new revelation behind his personal, spiritual, and emotional journey, the Sierra Phantom himself comes to discover the importance of human connections, and a renewed sense of purpose that could change his life yet again.