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Anatomy of Deep Learning Principles-Writing a Deep Learning Library from Scratch

Author : Hongwei Dong
Publisher : hwdong
Page : 606 pages
File Size : 16,79 MB
Release : 2023-05-08
Category : Computers
ISBN :

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This book introduces the basic principles and implementation process of deep learning in a simple way, and uses python's numpy library to build its own deep learning library from scratch instead of using existing deep learning libraries. On the basis of introducing basic knowledge of Python programming, calculus, and probability statistics, the core basic knowledge of deep learning such as regression model, neural network, convolutional neural network, recurrent neural network, and generative network is introduced in sequence according to the development of deep learning. While analyzing the principle in a simple way, it provides a detailed code implementation process. It is like not teaching you how to use weapons and mobile phones, but teaching you how to make weapons and mobile phones by yourself. This book is not a tutorial on the use of existing deep learning libraries, but an analysis of how to develop deep learning libraries from 0. This method of combining the principle from 0 with code implementation can enable readers to better understand the basic principles of deep learning and the design ideas of popular deep learning libraries.

Michael Allen's Online Learning Library: Successful e-Learning Interface

Author : Michael W. Allen
Publisher : John Wiley & Sons
Page : 342 pages
File Size : 11,19 MB
Release : 2011-06-24
Category : Business & Economics
ISBN : 1118036859

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Michael Allen's e-Learning Library Most e-learning that is produced for classroom training is created using instructional models that were introduced more than thirty years ago. To update design solutions for today's online learners, Michael Allen's e- Learning Library offers a review of the basics of instructional design and then lifts the lid on some common misconceptions that arise from what people think they know about ISD. Michael Allen's e- Learning Library is designed to help use time and resources effectively and to build the best e-learning experiences possible. Filled with illustrative examples, the book is pragmatic and contains easy-to-apply solutions. Successful e-Learning Interface is the third book in the Michael Allen's e-Learning Library series. Using this hands-on resource will maximize your CEO impact—connect, empower, and orchestrate. You will understand how to connect with your learners, how to empower learners to make the most of e-learning's capabilities, and how to orchestrate learning events. Praise for Michael Allen's e-Learning Library "Once again Michael Allen has zeroed in on a critical, yet often overlooked, aspect of e-learning development. This book sheds light on the importance of learner interface design, and offers readers clear guidelines for designing interfaces that support the learner and increase impact. It will be a valuable asset for any e-learning developer who is committed to producing truly world-class e-learning." —David Holcombe, president and CEO, The eLearning Guild and publisher, Learning Solutions Magazine "With this easy-to-apply and practical book, Michael Allen raises the bar on creating exceptional e-learning experiences." —Lance Dublin, CEO and chief solution architect, Dublin Consulting "Michael Allen continues to be a strong voice in the e-learning industry. The topics addressed in this book are especially timely, helping the creators of training appeal to a new generation of learners while addressing the concerns of more mature learning audiences." —Jennifer Hofmann, president, InSync Training and author, The Synchronous Trainer's Survival Guide and Tailored Learning: Designing The Blend That Fits

The Cat in the Hat's Learning Library Super-Dee-Dooper Book of Animal Facts

Author : Courtney Carbone
Publisher : Random House Books for Young Readers
Page : 129 pages
File Size : 24,87 MB
Release : 2022-09-06
Category : Juvenile Nonfiction
ISBN : 0525581642

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Explore the wild world of the animal kingdom with the Cat in the Hat and Thing One and Thing Two in this encyclopedia for young readers—the first "Big Book" in the popular Cat in the Hat's Learning Library series—featuring illustrations AND photographs! The Cat in the Hat and Thing One and Thing Two take readers on safari around the world in this fun encyclopedia packed with fascinating facts, vivid photographs, and Seussian illustrations from their favorite Cat in the Hat Learning Library books! The Cat in the Hat's Learning Library aims to foster a love of reading and the natural world, and the Super-Dee-Dooper Book of Animal Facts makes the perfect gift for budding zoologists and animal enthusiasts of all ages! With a rhymed introduction and conclusion by the Cat, handy pronunciation guides, definitions, and "Did You Know?" trivia sections, this easy-to-read reference book is as engaging and entertaining as it is educational and will be enjoyed by the whole family. Kids can learn all about their favorite animals—from African elephants and backyard birds to leapin’ lemurs and slithery snakes! Organized into sections by types of animals and their habitats, this book covers: African Animals American Icons Antarctic Animals Arctic Animals Asian Animals Australian Animals Backyard Animals Desert Animals Farm Animals Pets Pond Life Tropical Rain Forest Animals

Library Services for Open and Distance Learning

Author : Marie Kascus
Publisher : Bloomsbury Publishing USA
Page : 389 pages
File Size : 48,80 MB
Release : 2000-06-15
Category : Language Arts & Disciplines
ISBN : 0313080054

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As the electronic era blurs the boundaries between conventional and distance education and between remote and in-person library users, the literature on library issues and distance learning has proliferated immensely. This work helps you keep abreast of the phenomenal changes taking place in the field of education and the issues they raise for libraries. Identifying and describing more than 750 works published since its precursor was completed in 1995, the book provides a comprehensive record of the current literature about distance and open learning in post-secondary education programs. The authors cover all types of materials from around the world, ranging from brief news items to major research reports and dissertations. In this edition, special emphasis is given to web-based distance education. Access is provided through four indexes-author, geographical, institution, and subject-and indexes are cumulative from the previous two bibliographies.

The Intersection of Library Learning and Second-Language Learning

Author : Karen Bordonaro
Publisher : Rowman & Littlefield
Page : 169 pages
File Size : 26,86 MB
Release : 2013-12-01
Category : Language Arts & Disciplines
ISBN : 1442227044

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Language learning and library learning in a university setting are closely related endeavors that intersect at various times and locations, and with various teachers and learners. This book is an examination of how these intersections are experienced by language learners. Its aim is to explore the two types of learning to help sustain and develop the learning in both areas. The Intersection of Library Learning and Second-Language Learning: Theory and Practice is aimed at practitioners, both librarians and language instructors, and describes everyday scenarios which will resonate with academic librarians and language instructors. It presents practical experiences and accompanies them with a consideration of the literature of both librarianship and language education. It reviews and evaluates professional practices employed by working librarians and language instructors in their dealings with international students. Considerations of the intersections between language learning and library learning are placed within a theoretical framework of learner autonomy. This framework offers librarians and language instructors methods and practices that enable students to take control of their learning in the areas of both language learning and library learning. A concluding chapter offers ways to connect the framework of learner autonomy to settings outside that of a university context.

Better Library and Learning Space

Author : Les Watson
Publisher : Facet Publishing
Page : 305 pages
File Size : 32,67 MB
Release : 2013-10-12
Category : Language Arts & Disciplines
ISBN : 1856047636

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What are the most important things a 21st-century library should do with its space? Each chapter in this cutting-edge text addresses this critical question, capturing the insights and practical ideas of leading international librarians, educators and designers to offer you a ‘creative resource bank’ that will help to transform your library and learning spaces. This is an innovative and practical toolkit introducing concepts, drawing together opinions and encouraging new ways of thinking about library learning spaces for the future. The book is structured in three parts. Part 1 – Projects and trends describes features of library space around the world through a selection of focused case studies painting a global picture, identifying common directions and ideas as well as highlighting country and regional diversity. Part 2 – Trends and ideas looks at the why and how of library space, covering topics such as contextual factors, current ideas in library space development, and the creative design of new spaces. It examines how library spaces are adapting to new forms of learning, digital literacies and technological fluency. Finally, Part 3 – Ideas and futures looks to the future of libraries and their learning spaces, inviting future-scanning contributions from a diverse range of authors, including librarians, learning specialists, academics, architects, an interior designer, a furniture designer and a management specialist. Readership: This is a must-have text for those involved in designing and developing library and learning spaces, from library and university management to designers and architects. It’s also a useful guide for students taking courses in library and information science to get to grips with the importance of library design.

The Challenges to Library Learning

Author : Bruce E. Massis
Publisher : Routledge
Page : 118 pages
File Size : 31,37 MB
Release : 2008-11-01
Category : Education
ISBN : 1135696446

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The Challenges to Library Learning: Solutions for Librarians is an insightful volume that offers a practical philosophy of engagement that can be used to meet the growing challenges facing librarians, including staffing shortages, depleted or eliminated training budgets, longer hours, greater workloads, and rapidly-changing technology, hindering the ability—and willingness—of employees to continue job education in library sciences. With three decades of experience as a library administrator, author Bruce E. Massis details an effective plan for inspiring initiative in the learner to pursue a goal-oriented and individualized approach to learning – helping the library to become more efficient, productive, and user-centered. Topics discussed include overcoming staff disengagement, accepting e-learning as a routine learning model, teaching and measuring information literacy training, creating a flexible alternative staffing model, the Community of Learning Program (CLP) for library staff, and the details of creating and implementing a training program. The Challenges to Library Learning: Solutions for Librarians is a vital and practical resource for anyone actively involved or pursuing a career in library administration.

Designing Effective Library Learning Spaces in Higher Education

Author : Enakshi Sengupta
Publisher : Emerald Group Publishing
Page : 216 pages
File Size : 26,36 MB
Release : 2020-09-16
Category : Education
ISBN : 1839097825

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Traditional roles of higher education are giving way to academic partnership, research and open resources. Libraries play a key role to serve as a gateway to information and to promote intellectual discovery among students. This book explores the relevant issues and strategies library science partnerships initiate with stakeholders in the field.

Assessing Library Space for Learning

Author : Susan E. Montgomery
Publisher : Rowman & Littlefield
Page : 275 pages
File Size : 44,73 MB
Release : 2017-08-01
Category : Language Arts & Disciplines
ISBN : 1442279281

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With the surge in electronic access to the library’s resources, there has been an ongoing discussion about the need for a physical library building. On a college or university campus, the library is a destination for its users. Students, faculty and staff go to the library for various reasons. Their usage makes the academic library a valuable learning space on campus. However, not much is known about how the library space contributes to user learning. In Assessing Library Space for Learning, chapters discuss library usage at academic institutions and how that usage is an integral part of the student learning experience. Included are the perspectives of an architect who is tasked with designing library spaces with learning in mind, a psychologist whose professional research focuses on the concept of place, and a dynamic group of academic librarians who are dedicated to making the library conducive to the needs of their learners. This book is a combination of theory, practical and research based chapters with an overall focus on the intersection of library space and learning. The authors demonstrate the importance of the library space in our users’ lives. In addition, the authors discuss the importance of determining ways to learn how library space contributes to user learning. Readers will gain an understanding of the library space as a valuable learning space and the steps librarians need to take to assess learning in the academic library.