Training On The Web

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Deep Learning For Coders With Fastai And Pytorch
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Author : Jeremy Howard
language : en
Publisher: O'Reilly Media
Release Date : 2020-06-29
Deep Learning For Coders With Fastai And Pytorch written by Jeremy Howard and has been published by O'Reilly Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-29 with Computers categories.
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
Web Based Training
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Author : Badrul Huda Khan
language : en
Publisher: Educational Technology
Release Date : 2001
Web Based Training written by Badrul Huda Khan and has been published by Educational Technology this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Business & Economics categories.
Discussing Web-based training from design, development, delivery, management, implementation, and evaluation perspectives, this book includes 63 chapters by experts from around the world. They offer instruction on the uses of the Web for corporate, government, and academic training purposes. Particular chapters address topics like the advantages and limitations of Web-based training, the technological resources available, the theory behind Web-based learning, the use of simulations, online testing, copyright, and cost. c. Book News Inc.
Learning How To Learn
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Author : Barbara Oakley, PhD
language : en
Publisher: Penguin
Release Date : 2018-08-07
Learning How To Learn written by Barbara Oakley, PhD and has been published by Penguin this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-08-07 with Juvenile Nonfiction categories.
A surprisingly simple way for students to master any subject--based on one of the world's most popular online courses and the bestselling book A Mind for Numbers A Mind for Numbers and its wildly popular online companion course "Learning How to Learn" have empowered more than two million learners of all ages from around the world to master subjects that they once struggled with. Fans often wish they'd discovered these learning strategies earlier and ask how they can help their kids master these skills as well. Now in this new book for kids and teens, the authors reveal how to make the most of time spent studying. We all have the tools to learn what might not seem to come naturally to us at first--the secret is to understand how the brain works so we can unlock its power. This book explains: Why sometimes letting your mind wander is an important part of the learning process How to avoid "rut think" in order to think outside the box Why having a poor memory can be a good thing The value of metaphors in developing understanding A simple, yet powerful, way to stop procrastinating Filled with illustrations, application questions, and exercises, this book makes learning easy and fun.
Multimedia Based Instructional Design
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Author : William W. Lee
language : en
Publisher: John Wiley & Sons
Release Date : 2004-04-26
Multimedia Based Instructional Design written by William W. Lee and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-04-26 with Business & Economics categories.
Multimedia-Based Instructional Design is a thoroughly revised and updated second edition of the best-selling book that provided a complete guide to designing and developing interactive multimedia training. While most training companies develop their training programs in many different technological delivery media—computer-based, web-based, and distance learning technologies—this unique book demonstrates that the same instructional design process can be used for all media. Using just one process reduces cycle time for course development—and also reduces costs.
Web Based Training
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Author : Colin Steed
language : en
Publisher: Gower Publishing, Ltd.
Release Date : 1999
Web Based Training written by Colin Steed and has been published by Gower Publishing, Ltd. this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Business & Economics categories.
Colin Steed explains how trainers can use self-paced, online learning to develop and train employees and improve their performance. He outlines the benefits and drawbacks of web-based training, looks at the cost considerations, and examines the elements that make up a programme. Using step-by-step procedures, and assuming no technical knowledge, this book will help you design your own web-based training strategy.
Deep Learning
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Author : Ian Goodfellow
language : en
Publisher: MIT Press
Release Date : 2016-11-10
Deep Learning written by Ian Goodfellow and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-11-10 with Computers categories.
An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives. “Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.” —Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning. The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models. Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.
Advances In Web Based Learning
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Author : Joseph Fong
language : en
Publisher: Springer
Release Date : 2003-08-02
Advances In Web Based Learning written by Joseph Fong and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-08-02 with Computers categories.
This book constitutes the refereed proceedings of the First International Conference on Web-Based Learning, ICWL 2002, held in Hong Kong, China in August 2002. The 34 revised full papers presented together with an invited keynote paper were carefully reviewed and selected from 75 submissions. The papers are organized in topical sections on system modeling and architectures, distance learning systems engineering, collaborative systems, experiences in distance learning, databases and data mining, and multimedia.
Web Based Instruction
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Author : Badrul Huda Khan
language : en
Publisher: Educational Technology
Release Date : 1997
Web Based Instruction written by Badrul Huda Khan and has been published by Educational Technology this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Computers categories.
A cutting edge collection of 59 essays solicited from Web-based instructors offering a variety of perspectives, notions, and experiences in the practice of virtual teaching. The compendium introduces the evolution and status of distance learning, critical issues in Web-based learning environments such as the similarities and differences between Web-based and traditional classrooms, specific discussions on designing learning activities and electronic textbooks, an evaluation of delivery systems for instruction, and case studies of Web-based courses from kindergarten and beyond to the instruction of literature, astronomy, and foreign languages. Includes illustrations. Annotation copyrighted by Book News, Inc., Portland, OR
Teach Your Kids To Code
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Author : Bryson Payne
language : en
Publisher: No Starch Press
Release Date : 2015-04-01
Teach Your Kids To Code written by Bryson Payne and has been published by No Starch Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-04-01 with Computers categories.
Teach Your Kids to Code is a parent's and teacher's guide to teaching kids basic programming and problem solving using Python, the powerful language used in college courses and by tech companies like Google and IBM. Step-by-step explanations will have kids learning computational thinking right away, while visual and game-oriented examples hold their attention. Friendly introductions to fundamental programming concepts such as variables, loops, and functions will help even the youngest programmers build the skills they need to make their own cool games and applications. Whether you've been coding for years or have never programmed anything at all, Teach Your Kids to Code will help you show your young programmer how to: –Explore geometry by drawing colorful shapes with Turtle graphics –Write programs to encode and decode messages, play Rock-Paper-Scissors, and calculate how tall someone is in Ping-Pong balls –Create fun, playable games like War, Yahtzee, and Pong –Add interactivity, animation, and sound to their apps Teach Your Kids to Code is the perfect companion to any introductory programming class or after-school meet-up, or simply your educational efforts at home. Spend some fun, productive afternoons at the computer with your kids—you can all learn something!
Learning Web Design
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Author : Jennifer Niederst Robbins
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2012-08-14
Learning Web Design written by Jennifer Niederst Robbins and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-08-14 with Computers categories.
Learning Web Design provides a no-nonsense guide to the maze of options novice designers face, offering clear advice for creating attractive web sites and applications. Everything you need to know to create professional web sites is right here.