Download or read book Perspectives Advanced written by National Geographic Learning and published by Heinle ELT. This book was released on 2017-08-30 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Machine Learning Foundations written by Taeho Jo and published by Springer Nature. This book was released on 2021-02-12 with total page 391 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides conceptual understanding of machine learning algorithms though supervised, unsupervised, and advanced learning techniques. The book consists of four parts: foundation, supervised learning, unsupervised learning, and advanced learning. The first part provides the fundamental materials, background, and simple machine learning algorithms, as the preparation for studying machine learning algorithms. The second and the third parts provide understanding of the supervised learning algorithms and the unsupervised learning algorithms as the core parts. The last part provides advanced machine learning algorithms: ensemble learning, semi-supervised learning, temporal learning, and reinforced learning. Provides comprehensive coverage of both learning algorithms: supervised and unsupervised learning; Outlines the computation paradigm for solving classification, regression, and clustering; Features essential techniques for building the a new generation of machine learning.
Download or read book The Gifted Kids Survival Guide written by Judy Galbraith and published by Free Spirit Publishing. This book was released on 1996 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Examines issues that are of concern for young people who have been labeled "gifted," discussing what the label means, intelligence testing, educational options, and relationships with parents and friends. Includes first-person essays on being gifted.
Download or read book Probabilistic Machine Learning written by Kevin P. Murphy and published by MIT Press. This book was released on 2022-03-01 with total page 858 pages. Available in PDF, EPUB and Kindle. Book excerpt: A detailed and up-to-date introduction to machine learning, presented through the unifying lens of probabilistic modeling and Bayesian decision theory. This book offers a detailed and up-to-date introduction to machine learning (including deep learning) through the unifying lens of probabilistic modeling and Bayesian decision theory. The book covers mathematical background (including linear algebra and optimization), basic supervised learning (including linear and logistic regression and deep neural networks), as well as more advanced topics (including transfer learning and unsupervised learning). End-of-chapter exercises allow students to apply what they have learned, and an appendix covers notation. Probabilistic Machine Learning grew out of the author’s 2012 book, Machine Learning: A Probabilistic Perspective. More than just a simple update, this is a completely new book that reflects the dramatic developments in the field since 2012, most notably deep learning. In addition, the new book is accompanied by online Python code, using libraries such as scikit-learn, JAX, PyTorch, and Tensorflow, which can be used to reproduce nearly all the figures; this code can be run inside a web browser using cloud-based notebooks, and provides a practical complement to the theoretical topics discussed in the book. This introductory text will be followed by a sequel that covers more advanced topics, taking the same probabilistic approach.
Download or read book Unlimited Memory written by Kevin Horsley and published by Jaico Publishing House. This book was released on 2022-01-25 with total page 123 pages. Available in PDF, EPUB and Kindle. Book excerpt: • Learn Faster • Remember More • Be More Productive YOU TOO CAN HAVE UNLIMITED MEMORY Do you need to remember large amounts of information? Do you find it hard to remember important things? Are you losing time by learning and relearning the same information over and over again? In the twenty-first century, learning faster and using your mind more effectively may be the only advantage that you will ever have over your competitors. This ultimate guide to memory improvement will show you how to train your memory, enhance your mental ability and keep your mind agile and alert. YOU’RE ABOUT TO DISCOVER: • The six most powerful memory systems that you can use to immediately improve your retention and recall • How to go from mastering only 7 bits of information in short-term memory to over 50 • How to easily remember what you have studied for tests and exams • How to improve your concentration and focus • How to remember names with ease in any social situation KEVIN HORSLEY is one of only a few people in the world to have received the title ‘International Grandmaster of Memory’. He is a World Memory Championship medalist and a World Record holder for ‘The Everest of Memory Tests’. Kevin is an international professional speaker and has spoken in many different countries. He assists organizations in improving their learning, motivation, creativity, and thinking.
Download or read book Authoring Tools for Advanced Technology Learning Environments written by T. Murray and published by Springer Science & Business Media. This book was released on 2013-04-18 with total page 557 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited book gives a comprehensive picture of the state of the art in authoring systems and authoring tools for advanced technology instructional systems. It includes descriptions of fifteen systems and research projects from almost every significant effort in the field. The book will appeal to researchers, teachers and advanced students working in education, instructional technology and computer-based education, psychology, cognitive science and computer science.
Download or read book Super Learning written by Peter Hollins and published by PKCS Media. This book was released on 2021-03-11 with total page 138 pages. Available in PDF, EPUB and Kindle. Book excerpt: Make learning: painless, exciting, habitual, and self-motivating. Absorb info like a human sponge. We’ve never been taught how to learn, and that’s a shame. This book is the key to reversing all the misconceptions you have and making learning fun again. Scientifically-proven, step-by-step methods for effective learning. Smart Learning is not a textbook - it’s a guidebook for your journeys in learning. It will show you the most effective methods, the pitfalls we must avoid, and the habits we must cultivate. This book is highly organized and addresses all phases of the learning process, from creating a positive environment, to the biological basis of memory, to learning theories, and more. It borrows from multiple scientific disciplines to present comprehensive techniques to simply learn more, faster. Master your approach and save countless hours. Peter Hollins has studied psychology and peak human performance for over a dozen years and is a bestselling author. He has worked with a multitude of individuals to unlock their potential and path towards success. His writing draws on his academic, coaching, and research experience. Smarter, faster, and better ways to achieve expertise. •The physical and psychological pre-conditions to effective learning. •How our memory works and how to make it work for you. •The learning techniques that work - with evidence. •How to never need to cram again. •Why Einstein loved to play violin while working. •The learning mistakes you are probably committing right now. Outpace others, beat the competition, and get where you want to go in record time.
Download or read book Advanced Learning written by Albert Ziegler and published by Frontiers Media SA. This book was released on 2021-09-07 with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Advanced Cooperative Learning written by Miguel Kagan and published by . This book was released on 1993 with total page 132 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Advanced Learning and Teaching Environments written by Núria Llevot-Calvet and published by BoD – Books on Demand. This book was released on 2018-07-18 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a plural, complex, and diverse society, the school faces many challenges. Teachers must prepare their students for future professions, unthinkable nowadays, and the digital competences of teachers and students are one of the axes of an advanced school. This book presents a set of works rigorously elaborated by authors of different disciplines, on the role of information and communication technologies (ICT) in educational centers and on the use of digital resources in the initial and continuing teacher training to improve them, as well as in the teaching of different subjects to achieve a better academic and social performance of students. Besides, the reader will find some innovative experiences in physical education to achieve a better physical, emotional, and social performance of students.
Download or read book Learning in the Fast Lane written by Chester E. Finn, Jr. and published by Princeton University Press. This book was released on 2021-05-11 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: "More than three million high-school students take five million Advanced Placement exams each May, yet remarkably little is known about how this sixty-year-old, privately-run program, has become one of U.S. education's greatest successes. From its mid-century origin as a tiny option for privileged kids from posh schools, AP has also emerged as a booster rocket into college for hundreds of thousands of disadvantaged youngsters. It challenges smart kids, affects school ratings, affords rewarding classroom challenges to great teachers, tunes up entire schools, and draws vast support from philanthropists, education reformers and policymakers. AP stands as America's foremost source of college-level academics for high school pupils. Praised for its rigor and integrity, more than 22,000 schools now offer some-or many-of its thirty-eight subjects, from Latin to calculus, art to computer science. But challenges abound today, as AP faces stiffening competition (especially dual credit), curriculum wars, charges of elitism, misgivings by elite schools and universities, and the arduous work of infusing rigor into schools that lack it and academic success into young people unaccustomed to it. In today's polarized climate, can Advanced Placement maintain its lofty standards and overcome the hostility, politics and despair that have sunk so many other bold education ventures? Advanced Placement: The Unsung Success Story of American Education is a unique account-richly documented and thoroughly readable-of the AP program in all its strengths and travails, written by two of America's most respected education analysts"--
Download or read book Brain Training Incredible Brain Training Strategies Your Mind Power Advanced Learning Strategies to Improve and Expand Memory Concentration written by Henry Diaz and published by Henry Diaz. This book was released on 101-01-01 with total page 80 pages. Available in PDF, EPUB and Kindle. Book excerpt: If your answer is yes, then you have bought the perfect book for yourself. Just like our bodies, we can train our brain to work more efficiently. In this book, I will give tips on how to achieve better mind control, concentration, and memory. Most of us are only concerned with our physical aspects but what goes on here pointing at temple is far more important. A healthy brain means a healthy person, so it also makes sense to exercise our mind. Whit this book you will also learn: · Information on how the brain works · The left and the right size of the brain and how they vary · How emotion and stress disrupt your brain's functioning · How to concentrate more clearly in the moment · How we forget the past · How to improve concentration · How to use association to remember information · And a lot more! Pearson does not sponsor or endorse any author’s product, nor have author’s products or services been reviewed, certified, or approved by Pearson. Trademarks referring to specific test providers are used by the author for nominative purposes only and such trademarks are solely the property of their respective owners.
Download or read book Advanced Deep Learning with Python written by Ivan Vasilev and published by Packt Publishing Ltd. This book was released on 2019-12-12 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gain expertise in advanced deep learning domains such as neural networks, meta-learning, graph neural networks, and memory augmented neural networks using the Python ecosystem Key FeaturesGet to grips with building faster and more robust deep learning architecturesInvestigate and train convolutional neural network (CNN) models with GPU-accelerated libraries such as TensorFlow and PyTorchApply deep neural networks (DNNs) to computer vision problems, NLP, and GANsBook Description In order to build robust deep learning systems, you’ll need to understand everything from how neural networks work to training CNN models. In this book, you’ll discover newly developed deep learning models, methodologies used in the domain, and their implementation based on areas of application. You’ll start by understanding the building blocks and the math behind neural networks, and then move on to CNNs and their advanced applications in computer vision. You'll also learn to apply the most popular CNN architectures in object detection and image segmentation. Further on, you’ll focus on variational autoencoders and GANs. You’ll then use neural networks to extract sophisticated vector representations of words, before going on to cover various types of recurrent networks, such as LSTM and GRU. You’ll even explore the attention mechanism to process sequential data without the help of recurrent neural networks (RNNs). Later, you’ll use graph neural networks for processing structured data, along with covering meta-learning, which allows you to train neural networks with fewer training samples. Finally, you’ll understand how to apply deep learning to autonomous vehicles. By the end of this book, you’ll have mastered key deep learning concepts and the different applications of deep learning models in the real world. What you will learnCover advanced and state-of-the-art neural network architecturesUnderstand the theory and math behind neural networksTrain DNNs and apply them to modern deep learning problemsUse CNNs for object detection and image segmentationImplement generative adversarial networks (GANs) and variational autoencoders to generate new imagesSolve natural language processing (NLP) tasks, such as machine translation, using sequence-to-sequence modelsUnderstand DL techniques, such as meta-learning and graph neural networksWho this book is for This book is for data scientists, deep learning engineers and researchers, and AI developers who want to further their knowledge of deep learning and build innovative and unique deep learning projects. Anyone looking to get to grips with advanced use cases and methodologies adopted in the deep learning domain using real-world examples will also find this book useful. Basic understanding of deep learning concepts and working knowledge of the Python programming language is assumed.
Download or read book Advanced Deep Learning with Keras written by Rowel Atienza and published by Packt Publishing Ltd. This book was released on 2018-10-31 with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understanding and coding advanced deep learning algorithms with the most intuitive deep learning library in existence Key Features Explore the most advanced deep learning techniques that drive modern AI results Implement deep neural networks, autoencoders, GANs, VAEs, and deep reinforcement learning A wide study of GANs, including Improved GANs, Cross-Domain GANs, and Disentangled Representation GANs Book DescriptionRecent developments in deep learning, including Generative Adversarial Networks (GANs), Variational Autoencoders (VAEs), and Deep Reinforcement Learning (DRL) are creating impressive AI results in our news headlines - such as AlphaGo Zero beating world chess champions, and generative AI that can create art paintings that sell for over $400k because they are so human-like. Advanced Deep Learning with Keras is a comprehensive guide to the advanced deep learning techniques available today, so you can create your own cutting-edge AI. Using Keras as an open-source deep learning library, you'll find hands-on projects throughout that show you how to create more effective AI with the latest techniques. The journey begins with an overview of MLPs, CNNs, and RNNs, which are the building blocks for the more advanced techniques in the book. You’ll learn how to implement deep learning models with Keras and TensorFlow 1.x, and move forwards to advanced techniques, as you explore deep neural network architectures, including ResNet and DenseNet, and how to create autoencoders. You then learn all about GANs, and how they can open new levels of AI performance. Next, you’ll get up to speed with how VAEs are implemented, and you’ll see how GANs and VAEs have the generative power to synthesize data that can be extremely convincing to humans - a major stride forward for modern AI. To complete this set of advanced techniques, you'll learn how to implement DRL such as Deep Q-Learning and Policy Gradient Methods, which are critical to many modern results in AI.What you will learn Cutting-edge techniques in human-like AI performance Implement advanced deep learning models using Keras The building blocks for advanced techniques - MLPs, CNNs, and RNNs Deep neural networks – ResNet and DenseNet Autoencoders and Variational Autoencoders (VAEs) Generative Adversarial Networks (GANs) and creative AI techniques Disentangled Representation GANs, and Cross-Domain GANs Deep reinforcement learning methods and implementation Produce industry-standard applications using OpenAI Gym Deep Q-Learning and Policy Gradient Methods Who this book is for Some fluency with Python is assumed. As an advanced book, you'll be familiar with some machine learning approaches, and some practical experience with DL will be helpful. Knowledge of Keras or TensorFlow 1.x is not required but would be helpful.
Download or read book Proceedings of the International Conference on Learning and Advanced Education ICOLAE 2022 written by Mauly Halwat Hikmat and published by Springer Nature. This book was released on 2023-08-29 with total page 2656 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an open access book. The COVID-19 pandemic in the last two years has influenced how educational system works. Online learning became the primal policy taken by all institutions in the world to lower the risk of the virus spread. Despite the drawbacks of the online learning, teachers and students were accustomed with the distant learning through web meetings, Learning Management Systems (LMS) and other online learning platforms. In that time, topics under digital learning and education 5.0 were the main stakes in academic disseminations. This year some institutions start to conduct their teaching and learning process classically as before the pandemic, others are still continuing online and not few are in hybrid. This leaves a question: what learning reform should be made in post-pandemic era? This conference invites researchers, experts, teachers and students to discuss the coping solutions of the question. It is important for them to contribute to the understanding of re-imaging online education for better futures, innovative learning design, new skills for living and working in new times, global challenge of education, learning and teaching with blended learning, flipped learning, integrating life skills for students in the curriculum, developing educators for the future distance learning, humanities learning in the digital era, assessment and measurement in education, challenges and transformations in education, technology in teaching and learning, new learning and teaching models. Not limited to these, scholars may add another interesting topic related to learning reform in post-pandemic era to present.
Download or read book AMLS Advanced Medical Life Support written by National Association of Emergency Medical Technicians (NAEMT) and published by Jones & Bartlett Publishers. This book was released on 2020-04-15 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: AMLS: Advanced Medical Life Support is the leading course for prehospital practitioners in advanced medical assessment and treatment of commonly encountered medical conditions. Taught across the globe since 1999, AMLS was the first EMS education program that fully addressed how to best manage patients in medical crises. Created by the National Association of Emergency Medical Technicians (NAEMT) and endorsed by the National Association of EMS Physicians (NAEMSP), AMLS emphasizes the use of the AMLS Assessment Pathway. This essential assessment tool empowers prehospital practitioners to rapidly diagnose medical patients and initiate effective management in the field. AMLS is the only textbook approved for use in NAEMT's Advanced Medical Life Support course. Its medical content is continuously revised and updated to reflect current, evidence-based knowledge and practice. The AMLS philosophy is centered on using critical thinking to assess patients and formulate management plans. A Clear Approach to Assessing a Medical Patient In the field, seconds count. The AMLS Assessment Pathway provides a systematic approach to the assessment of a medical patient that enables prehospital practitioners to diagnose medical patients with urgent accuracy. Dynamic Technology Solutions World-class content joins instructionally sound design with a user-friendly interface to give instructors and students a truly interactive and engaging learning experience with: eBook of the AMLS Course Manual that reinforces key concepts presented in the AMLS course Engaging case-based lectures in the AMLS Online Instructor Toolkit
Download or read book Methods and Technologies for Learning written by G. Chiazzese and published by WIT Press. This book was released on 2005-03-04 with total page 649 pages. Available in PDF, EPUB and Kindle. Book excerpt: For more than a decade the rapid growth of ICT and its use in education have generated a lot of changes in traditional educational structures as well as interest in defining new models for designing advanced learning solutions. This book provides an overview of international perspectives regarding the latest innovations and results in different fields of education. In particular, it is addressed to all those who are interested in exploring methodologies and extending their knowledge of current research in education and training technologies. The wide variety of contributions provides an interesting and useful account of some of the major issues and controversies facing researchers, academicians, professors, educational scientists and technologists in most of the educational contexts in which ICT is applied. Over 90 papers are featured and these are divided under headings including: Online Education and Training; Innovative Teaching and Learning Technologies; Collaborative Learning Environments; Navigation Strategies and Comprehension; Mobile Learning; Quality Issues of Distance Learning Processes; Knowledge Management and E-learning; Learning Technologies for Primary and Secondary Schools; Educational System for People with Special Needs.
