Learning
DOWNLOAD
Download Learning PDF/ePub or read online books in Mobi eBooks. Click Download or Read Online button to get Learning book now. This website allows unlimited access to, at the time of writing, more than 1.5 million titles, including hundreds of thousands of titles in various foreign languages. If the content not found or just blank you must refresh this page
Deep Learning
DOWNLOAD
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.
Learning How To Learn
DOWNLOAD
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.
How To Set Up And Manage A Corporate Learning Centre
DOWNLOAD
Author : Samuel A. Malone
language : en
Publisher: Gower Publishing, Ltd.
Release Date : 2003
How To Set Up And Manage A Corporate Learning Centre written by Samuel A. Malone 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 2003 with Business & Economics categories.
A corporate learning centre gives every employee access to learning and development, when, where and how they want. This book provides a concise and highly practical guide to creating such a centre, whilst identifying common pitfalls.
Strategic Learning
DOWNLOAD
Author : Willie Pietersen
language : en
Publisher: John Wiley & Sons
Release Date : 2010-03-15
Strategic Learning written by Willie Pietersen 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 2010-03-15 with Business & Economics categories.
How to use Strategic Learning to rapidly respond to change and gain a sustainable advantage over your competitors What's even harder than creating a breakthrough strategy? Making it stick. As companies are fighting to survive in a tough economy, this new book by Willie Pietersen demonstrates the power of the Strategic Learning process, a four-step dynamic cycle guaranteed to create and sustain winning performance. Adopted by a wide range of corporations and not-for-profit organizations, the Strategic Learning process builds on eight years of practicing, adapting and honing the original concepts Pietersen first introduced in Reinventing Strategy to explain how organizations can generate superior insights about their customers and competitors, craft a Winning Proposition, focus on a vital few key priorities, create buy-in throughout the organization and achieve success – again and again. Teaches organizations to make smarter decisions that help them win customers and earn superior profits Explains how to instill a culture of openness, learning, and courage that can face and respond to the constantly changing business environment Is a tool that can benefit leaders at all levels, in organizations both large and small, global and domestic, for-profit and not-for-profit Author Willie Pietersen, a former president of Tropicana and Seagram USA, is a professor of management at Columbia Business School, and the author of Reinventing Strategy, from Wiley Strategic Learning shows you how your business or nonprofit organization can develop better, more effective strategies for long-term competitive advantage.
Current Practices In Workplace And Organizational Learning
DOWNLOAD
Author : Bente Elkjaer
language : en
Publisher: Springer Nature
Release Date : 2022-01-01
Current Practices In Workplace And Organizational Learning written by Bente Elkjaer and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-01 with Education categories.
The central assumption that guides this book is that research and practice about learning at the workplace has recently lost its critical edge. This book explores what has happened to workplace learning and organizational learning and studies what has replaced it. In addition, the book discusses to what extend there are reasons to revitalize it. Today, themes such as ‘innovation’, ‘co-creation’ and ‘knowledge sharing’ seem to have become preferred and referred to as theoretical fields as well as fields of practice. In several chapters of this book it is argued that the critical power of learning could be regained by starting a new discussion of how these new fields of practice can be substantiated by topics such as learning arrangements, learning mechanisms, and learning strategies. Hence, the aim of this book is to both advance and recapture our knowledge of learning in today’s increasingly complex world of work and organizing. The contributions in this work do so by revisiting classic research on workplace and organizational learning and discussing how insights from this body of literature evokes new meaning. It sets the stage for new agendas and rethinks current practices that are entangled in activities such as innovation, co-creation, knowledge sharing or other currently widespread fields of practice.
Ebook E Learning Groups And Communities
DOWNLOAD
Author : David McConnell
language : en
Publisher: McGraw-Hill Education (UK)
Release Date : 2006-03-16
Ebook E Learning Groups And Communities written by David McConnell and has been published by McGraw-Hill Education (UK) this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-03-16 with Education categories.
How can we design networked e-learning courses to ensure students participate in them and engage in quality learning outcomes? What happens in an e-learning course that is designed to foster group work and a sense of ‘community’? How can we research e-learning practice in ways that will enhance the processes of learning and teaching? This book outlines approaches to networked e-learning course design that are underpinned by a belief that students learn best in these contexts when they are organised in groups and communities. As such, the book is one of the first to provide a detailed analysis of what goes on in e-learning groups and communities. But how do students react to working in e-learning groups and communities? What determines their willingness to adopt new forms of learning in order to participate in these new courses? What actually happens in an e-learning community, and what impact does this have on students and tutors? This book examines these key questions through a variety of research approaches aimed at exploring the experience of e-learners as they participate in successful e-groups and communities. It also offers ways in which learning outcomes may be achieved in these communities and outlines the specific skills that students would develop through e-learning. E-learning Groups and Communities is essential reading for teachers, trainers, managers, researchers and students involved in e-learning courses as well as people interested in improving the quality of the learning experience.
An Introduction To Statistical Learning
DOWNLOAD
Author : Gareth James
language : en
Publisher: Springer Nature
Release Date : 2023-06-30
An Introduction To Statistical Learning written by Gareth James and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-30 with Mathematics categories.
An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance, marketing, and astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, support vector machines, clustering, deep learning, survival analysis, multiple testing, and more. Color graphics and real-world examples are used to illustrate the methods presented. This book is targeted at statisticians and non-statisticians alike, who wish to use cutting-edge statistical learning techniques to analyze their data. Four of the authors co-wrote An Introduction to Statistical Learning, With Applications in R (ISLR), which has become a mainstay of undergraduate and graduate classrooms worldwide, as well as an important reference book for data scientists. One of the keys to its success was that each chapter contains a tutorial on implementing the analyses and methods presented in the R scientific computing environment. However, in recent years Python has become a popular language for data science, and there has been increasing demand for a Python-based alternative to ISLR. Hence, this book (ISLP) covers the same materials as ISLR but with labs implemented in Python. These labs will be useful both for Python novices, as well as experienced users.
Whose Learning Is It Anyway
DOWNLOAD
Author : Lynn Errey
language : en
Publisher: Garant
Release Date : 2003
Whose Learning Is It Anyway written by Lynn Errey and has been published by Garant this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Education categories.
How can language learning in the formal context of the classroom contribute to the learners' communicative competence, whilst at the same time enhancing their general learning skills and preparing them for life long learning? Such a challenge is complex, as is catering to the needs of individual students in a group learning context. This book explores ways in wich a traditional task-based approach to language teaching, can be extended to help students not only to become more skilful language users, but to become more skillful learners in the process.
Deep Learning For Coders With Fastai And Pytorch
DOWNLOAD
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
Values Education And Lifelong Learning
DOWNLOAD
Author : David N. Aspin
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-08-30
Values Education And Lifelong Learning written by David N. Aspin and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-08-30 with Education categories.
Aims to provide an easily accessible, practical yet scholarly source of information about the international concern for the nature, theory and practices of the ideas of values education and lifelong learning. Aspin from Monash University and Chapman from Australian Catholic University.