E Learning Fundamentals

Author : Diane Elkins,Desiree Pinder
Publisher : Association for Talent Development
Page : 356 pages
File Size : 48,5 Mb
Release : 2015-06-01
Category : Business & Economics
ISBN : 9781607282723

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E-Learning Fundamentals by Diane Elkins,Desiree Pinder Pdf

This ultimate roadmap covers the entire e-learning landscape. Why do we even need e-learning? What is an LMS? How do I write a storyboard? If you’re delving into e-learning and are coming up with more questions than answers, this guide is the high-level overview you’ve been looking for. In this book, e-learning development experts and educators Diane Elkins and Desirée Pinder deliver a comprehensive examination of the e-learning process from the ground up. E-Learning Fundamentals provides the base of knowledge necessary to tackle everything from early concepts of e-learning down to its execution. Throughout, you’ll find vignettes that bring concepts to life as well as checklists and practical tools for designing and developing your first e-learning course. In this book you will: dive into the basics of e-learning design and development explore the e-learning course design and development process—from analysis through evaluation learn to write and storyboard a course, construct test questions, choose media, put the course together, and establish a thorough review process.

Author : Oleg Zaikin
Publisher : CRC Press
Page : 437 pages
File Size : 44,7 Mb
Release : 2022-09-30
Category : Mathematics
ISBN : 9781000295948

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Open Distance Learning by Oleg Zaikin Pdf

Motivational and social aspects as interactions among teachers and students are essential for a successful educational process in an open distance learning (ODL) environment, and the goal of this book is to develop an interactive model to manage motivation between the participants of the learning process. The book deals with the important and topical problem of e-learning, closely connected with the use of modern information technologies in education. The focus is on developing an information management system for supporting the distance learning process in colleges and universities in the context of steadily expanding information technologies. On the basis of exiting standards (SCORM, etc.) as well as information systems and platforms (e.g., Moodle, etc.), the author proposes a coherent and original concept of modelling three ODL subprocesses: (1) an ontological model (how to represent the structure of didactic materials), (2) a motivation and collaboration model (how to motivate project process participants) and (3) a simulation model (how to realise the learning/project process). The proposed models constitute a theoretical formalization of a new situation in which a teacher and students are obligated to elaborate on didactic material repository content in accordance with the requirements of acquired competencies. A mathematical method based on game theory and simulation is suggested. The kind of educational system represented in the book can be used as a model of open distance learning aimed at active behaviour of students and teachers in not only the development of knowledge but also the acquiring of competencies.

Author : Mukta Goyal,Rajalakshmi Krishnamurthi,Divakar Yadav
Publisher : IET
Page : 351 pages
File Size : 43,9 Mb
Release : 2021-02-16
Category : Computers
ISBN : 9781839531200

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E-learning Methodologies by Mukta Goyal,Rajalakshmi Krishnamurthi,Divakar Yadav Pdf

E-learning has become an important part of our educational life with the development of e-learning systems and platforms and the need for online and remote learning. ICT and computational intelligence techniques are being used to design more intelligent and adaptive systems. However, the art of designing good real-time e-learning systems is difficult as different aspects of learning need to be considered including challenges such as learning rates, involvement, knowledge, qualifications, as well as networking and security issues. The earlier concepts of standalone integrated virtual e-learning systems have been greatly enhanced with emerging technologies such as cloud computing, mobile computing, big data, Internet of Things (IoT), AI and machine learning, and AR/VT technologies.

Author : Wim Hof
Publisher : Rider
Page : 240 pages
File Size : 42,5 Mb
Release : 2022-04-14
Category : Body, Mind & Spirit
ISBN : 1846046300

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The Wim Hof Method by Wim Hof Pdf

THE SUNDAY TIMES BESTSELLING PHENOMENOM 'I've never felt so alive' JOE WICKS 'The book will change your life' BEN FOGLE My hope is to inspire you to retake control of your body and life by unleashing the immense power of the mind. 'The Iceman' Wim Hof shares his remarkable life story and powerful method for supercharging your strength, health and happiness. Refined over forty years and championed by scientists across the globe, you'll learn how to harness three key elements of Cold, Breathing and Mindset to master mind over matter and achieve the impossible. 'Wim is a legend of the power ice has to heal and empower' BEAR GRYLLS 'Thor-like and potent...Wim has radioactive charisma' RUSSELL BRAND

Author : Suzanne K. Kearns
Publisher : Routledge
Page : 564 pages
File Size : 50,7 Mb
Release : 2021-03-21
Category : Transportation
ISBN : 9781000338614

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Fundamentals of International Aviation by Suzanne K. Kearns Pdf

International aviation is a massive and complex industry that is crucial to our global economy and way of life. Designed for the next generation of aviation professionals, Fundamentals of International Aviation, second edition, flips the traditional approach to aviation education. Instead of focusing on one career in one country, it introduces readers to the air transport sector on a global scale with a broad view of all the interconnected professional groups. This text provides a foundation of ‘how aviation works’ in preparation for any career in the field (including regulators, maintenance engineers, pilots, flight attendants, airline and airport managers, dispatchers, and air traffic controllers, among many others). Each chapter introduces a different cross-section of the industry, from air law to operations, security to environmental impacts. A variety of learning tools are built into each chapter, including 24 case studies that describe an aviation accident related to each topic. This second edition adds new learning features, geographic representation from Africa, a new chapter on economics, full-color illustrations, and updated and enhanced online resources. This accessible and engaging textbook provides a foundation of industry awareness that will support a range of aviation careers. It also offers current air transport professionals an enriched understanding of the practices and challenges that make up the rich fabric of international aviation.

Author : Kaizhu Huang,Amir Hussain,Qiu-Feng Wang,Rui Zhang
Publisher : Springer
Page : 163 pages
File Size : 52,7 Mb
Release : 2019-02-15
Category : Medical
ISBN : 9783030060732

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Deep Learning: Fundamentals, Theory and Applications by Kaizhu Huang,Amir Hussain,Qiu-Feng Wang,Rui Zhang Pdf

The purpose of this edited volume is to provide a comprehensive overview on the fundamentals of deep learning, introduce the widely-used learning architectures and algorithms, present its latest theoretical progress, discuss the most popular deep learning platforms and data sets, and describe how many deep learning methodologies have brought great breakthroughs in various applications of text, image, video, speech and audio processing. Deep learning (DL) has been widely considered as the next generation of machine learning methodology. DL attracts much attention and also achieves great success in pattern recognition, computer vision, data mining, and knowledge discovery due to its great capability in learning high-level abstract features from vast amount of data. This new book will not only attempt to provide a general roadmap or guidance to the current deep learning methodologies, but also present the challenges and envision new perspectives which may lead to further breakthroughs in this field. This book will serve as a useful reference for senior (undergraduate or graduate) students in computer science, statistics, electrical engineering, as well as others interested in studying or exploring the potential of exploiting deep learning algorithms. It will also be of special interest to researchers in the area of AI, pattern recognition, machine learning and related areas, alongside engineers interested in applying deep learning models in existing or new practical applications.

Author : Hui Jiang
Publisher : Cambridge University Press
Page : 423 pages
File Size : 42,7 Mb
Release : 2021-11-25
Category : Computers
ISBN : 9781108837040

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Machine Learning Fundamentals by Hui Jiang Pdf

A coherent introduction to core concepts and deep learning techniques that are critical to academic research and real-world applications.

Author : Jonathan B. Berk,Peter M. DeMarzo
Publisher : Unknown
Page : 1181 pages
File Size : 46,9 Mb
Release : 2019
Category : Corporations
ISBN : 0135183804

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Corporate Finance by Jonathan B. Berk,Peter M. DeMarzo Pdf

Reach every student by pairing this text with MyLab Finance MyLab (TM) is the teaching and learning platform that empowers you to reach every student. By combining trusted author content with digital tools and a flexible platform, MyLab personalizes the learning experience and improves results for each student.

Author : Terry Anderson
Publisher : Athabasca University Press
Page : 485 pages
File Size : 55,6 Mb
Release : 2008
Category : Computers
ISBN : 9781897425084

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The Theory and Practice of Online Learning by Terry Anderson Pdf

"Neither an academic tome nor a prescriptive 'how to' guide, The Theory and Practice of Online Learning is an illuminating collection of essays by practitioners and scholars active in the complex field of distance education. Distance education has evolved significantly in its 150 years of existence. For most of this time, it was an individual pursuit defined by infrequent postal communication. But recently, three more developmental generations have emerged, supported by television and radio, teleconferencing, and computer conferencing. The early 21st century has produced a fifth generation, based on autonomous agents and intelligent, database-assisted learning, that has been referred to as Web 2.0. The second edition of "The Theory and Practice of Online Learning" features updates in each chapter, plus four new chapters on current distance education issues such as connectivism and social software innovations."--BOOK JACKET.

Author : Christian Depover,François Orivel
Publisher : United Nations Education, Scientific & Cultural Organization
Page : 100 pages
File Size : 46,6 Mb
Release : 2013
Category : Education
ISBN : UCR:31210023278110

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Developing Countries in the E-learning Era by Christian Depover,François Orivel Pdf

In addition to reducing geographical isolation, distance education, thanks to its more favourable cost structure, allows the monitoring of social and economic remoteness. It may thus have much to offer for developing countries. Digital technologies not only bring remote populations closer, they also permit the development of adapted and diversified pedagogical models, with an economic approach aiming at more than just economies of scale. This book examines some of the ways developing countries - in particular on the African continent, where needs often exceed resources - might benefit from distance education. The authors give particular attention to the development of higher education, its quality, productivity, and cost control.

Author : Zsolt Nagy
Publisher : Packt Publishing Ltd
Page : 330 pages
File Size : 55,8 Mb
Release : 2018-12-12
Category : Computers
ISBN : 9781789809206

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Artificial Intelligence and Machine Learning Fundamentals by Zsolt Nagy Pdf

Create AI applications in Python and lay the foundations for your career in data science Key FeaturesPractical examples that explain key machine learning algorithmsExplore neural networks in detail with interesting examplesMaster core AI concepts with engaging activitiesBook Description Machine learning and neural networks are pillars on which you can build intelligent applications. Artificial Intelligence and Machine Learning Fundamentals begins by introducing you to Python and discussing AI search algorithms. You will cover in-depth mathematical topics, such as regression and classification, illustrated by Python examples. As you make your way through the book, you will progress to advanced AI techniques and concepts, and work on real-life datasets to form decision trees and clusters. You will be introduced to neural networks, a powerful tool based on Moore's law. By the end of this book, you will be confident when it comes to building your own AI applications with your newly acquired skills! What you will learnUnderstand the importance, principles, and fields of AIImplement basic artificial intelligence concepts with PythonApply regression and classification concepts to real-world problemsPerform predictive analysis using decision trees and random forestsCarry out clustering using the k-means and mean shift algorithmsUnderstand the fundamentals of deep learning via practical examplesWho this book is for Artificial Intelligence and Machine Learning Fundamentals is for software developers and data scientists who want to enrich their projects with machine learning. You do not need any prior experience in AI. However, it’s recommended that you have knowledge of high school-level mathematics and at least one programming language (preferably Python).

Author : Tim Slade
Publisher : Unknown
Page : 234 pages
File Size : 47,5 Mb
Release : 2020-09-02
Category : Electronic
ISBN : 9798615125300

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The ELearning Designer's Handbook by Tim Slade Pdf

LEARN HOW TO DESIGN ELEARNING THAT DELIVERS RESULTS (AND DOESN'T SUCK)! When you're tasked with creating your very first eLearning course, it can be hard (and downright scary) trying to figure out where to begin. You likely have a million questions running through your head. How do you plan your project and set it up for success? How do you collect learning content from your subject matter experts? Why do you need an eLearning storyboard, and how do you write one? How do you develop a prototype of your eLearning course? And, what the heck is a prototype anyway? When and where should you include interactivity? When should you let your SMEs review your course? And what's a "SME" again? And what do you do when they don't give you feedback? Trying to get answers to all of these questions can quickly leave you saying to yourself, "I don't think I'm cut out for this eLearning thing!" But, here's some good news: you're not alone! The truth is, most eLearning designers entered fell, stumbled, and dropped into the world of eLearning entirely by accident. This is where the second edition of The eLearning Designer's Handbook can help! In this book, Tim Slade will show you that the eLearning development process doesn't have to be as complicated as it might seem. If you're new to eLearning, Tim will walk you through the complete eLearning design and development process, providing you practical tips and advice, based on his own experience working as an eLearning designer for over a decade. With the second edition of The eLearning Designer's Handbook, you'll discover how to... Plan your eLearning project by conducting a kickoff meeting with your stakeholders. Conduct a needs analysis and recommend a training solution. Draft an eLearning project plan and development timeline. Define the learning objectives and create a blended training solution. Collect and organize your learning content into a design document. Create a course outline and draft a storyboard of your eLearning course. Create a prototype and develop your course with an eLearning authoring tool. Incorporate interactivity into your eLearning course. Reduce cognitive load and increase learning retention. Deliver and measure the effectiveness of your eLearning course. Conduct a retrospective at the end of your project. So, what's new in the second edition? With the second edition of The eLearning Designer's Handbook, Tim Slade went back to the drawing board to rewrite and redesign every single page of the book. Not only does the second edition include a boatload of new content on instructional design best practices, but it also includes even more practical content geared towards new eLearning designers. With the second edition of The eLearning Designer's Handbook, you'll get... 3X more content Full-color print Real-world examples More tools and templates

Author : Jane Genovese
Publisher : Unknown
Page : 128 pages
File Size : 40,6 Mb
Release : 2017-09
Category : High school students
ISBN : 0980733847

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Study Hacks by Jane Genovese Pdf

Author : D. Randy Garrison
Publisher : Routledge
Page : 188 pages
File Size : 45,8 Mb
Release : 2003-08-29
Category : Education
ISBN : 9781134574520

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E-Learning in the 21st Century by D. Randy Garrison Pdf

There is currently a technological revolution taking place in higher education. The growth of e-learning is being described as explosive, unprecedented, and above all, disruptive. This timely and comprehensive book provides a coherent framework for understanding e-learning in higher education. The authors draw on their extensive research in the area to explore the technological, pedagogical and organisational implications of e-learning, and more importantly, they provide practical models for educators to use to realise the full potential of e-learning. A unique feature of the book is that the authors focus less on the ever-evolving technologies and more on the search for an understanding of these technologies from an educational perspective. This book will be invaluable for researchers, practitioners and senior administrators looking for guidance on how to successfully adopt e-learning in their institutions. It will also appeal to anyone with an interest in the impact of e-learning on higher education and society.

Author : John D. Kelleher,Brian Mac Namee,Aoife D'Arcy
Publisher : MIT Press
Page : 853 pages
File Size : 41,6 Mb
Release : 2020-10-20
Category : Computers
ISBN : 9780262361101

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Fundamentals of Machine Learning for Predictive Data Analytics, second edition by John D. Kelleher,Brian Mac Namee,Aoife D'Arcy Pdf

The second edition of a comprehensive introduction to machine learning approaches used in predictive data analytics, covering both theory and practice. Machine learning is often used to build predictive models by extracting patterns from large datasets. These models are used in predictive data analytics applications including price prediction, risk assessment, predicting customer behavior, and document classification. This introductory textbook offers a detailed and focused treatment of the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications. Technical and mathematical material is augmented with explanatory worked examples, and case studies illustrate the application of these models in the broader business context. This second edition covers recent developments in machine learning, especially in a new chapter on deep learning, and two new chapters that go beyond predictive analytics to cover unsupervised learning and reinforcement learning.