All Quiet on the Western Front

All Quiet on the Western Front Pdf

All Quiet on the Western Front

Author:

Publisher: Random House

ISBN: 0812985532

Genre: Fiction

Page: 240

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Book Summary: Considered by many the greatest war novel of all time, All Quiet on the Western Front is Erich Maria Remarque’s masterpiece of the German experience during World War I. I am young, I am twenty years old; yet I know nothing of life but despair, death, fear, and fatuous superficiality cast over an abyss of sorrow. . . . This is the testament of Paul Bäumer, who enlists with his classmates in the German army during World War I. They become soldiers with youthful enthusiasm. But the world of duty, culture, and progress they had been taught breaks in pieces under the first bombardment in the trenches. Through years of vivid horror, Paul holds fast to a single vow: to fight against the principle of hate that meaninglessly pits young men of the same generation but different uniforms against one another . . . if only he can come out of the war alive. “The world has a great writer in Erich Maria Remarque. He is a craftsman of unquestionably first rank, a man who can bend language to his will. Whether he writes of men or of inanimate nature, his touch is sensitive, firm, and sure.”—The New York Times Book Review


PISA Take the Test Sample Questions from OECD's PISA Assessments

PISA Take the Test Sample Questions from OECD's PISA Assessments Pdf

PISA Take the Test Sample Questions from OECD's PISA Assessments

Author: OECD

Publisher: OECD Publishing

ISBN: 9264050817

Genre:

Page: 318

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Book Summary: This book presents all the publicly available questions from the PISA surveys. Some of these questions were used in the PISA 2000, 2003 and 2006 surveys and others were used in developing and trying out the assessment.


Introduction to Evolutionary Computing

Introduction to Evolutionary Computing Pdf

Introduction to Evolutionary Computing

Author: Agoston E. Eiben,J.E. Smith

Publisher: Springer Science & Business Media

ISBN: 3662050943

Genre: Computers

Page: 300

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Book Summary: The first complete overview of evolutionary computing, the collective name for a range of problem-solving techniques based on principles of biological evolution, such as natural selection and genetic inheritance. The text is aimed directly at lecturers and graduate and undergraduate students. It is also meant for those who wish to apply evolutionary computing to a particular problem or within a given application area. The book contains quick-reference information on the current state-of-the-art in a wide range of related topics, so it is of interest not just to evolutionary computing specialists but to researchers working in other fields.


Deep Learning with PyTorch

Deep Learning with PyTorch Pdf

Deep Learning with PyTorch

Author: Luca Pietro Giovanni Antiga,Eli Stevens,Thomas Viehmann

Publisher: Simon and Schuster

ISBN: 1638354073

Genre: Computers

Page: 520

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Book Summary: “We finally have the definitive treatise on PyTorch! It covers the basics and abstractions in great detail. I hope this book becomes your extended reference document.” —Soumith Chintala, co-creator of PyTorch Key Features Written by PyTorch’s creator and key contributors Develop deep learning models in a familiar Pythonic way Use PyTorch to build an image classifier for cancer detection Diagnose problems with your neural network and improve training with data augmentation Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About The Book Every other day we hear about new ways to put deep learning to good use: improved medical imaging, accurate credit card fraud detection, long range weather forecasting, and more. PyTorch puts these superpowers in your hands. Instantly familiar to anyone who knows Python data tools like NumPy and Scikit-learn, PyTorch simplifies deep learning without sacrificing advanced features. It’s great for building quick models, and it scales smoothly from laptop to enterprise. Deep Learning with PyTorch teaches you to create deep learning and neural network systems with PyTorch. This practical book gets you to work right away building a tumor image classifier from scratch. After covering the basics, you’ll learn best practices for the entire deep learning pipeline, tackling advanced projects as your PyTorch skills become more sophisticated. All code samples are easy to explore in downloadable Jupyter notebooks. What You Will Learn Understanding deep learning data structures such as tensors and neural networks Best practices for the PyTorch Tensor API, loading data in Python, and visualizing results Implementing modules and loss functions Utilizing pretrained models from PyTorch Hub Methods for training networks with limited inputs Sifting through unreliable results to diagnose and fix problems in your neural network Improve your results with augmented data, better model architecture, and fine tuning This Book Is Written For For Python programmers with an interest in machine learning. No experience with PyTorch or other deep learning frameworks is required. About The Authors Eli Stevens has worked in Silicon Valley for the past 15 years as a software engineer, and the past 7 years as Chief Technical Officer of a startup making medical device software. Luca Antiga is co-founder and CEO of an AI engineering company located in Bergamo, Italy, and a regular contributor to PyTorch. Thomas Viehmann is a Machine Learning and PyTorch speciality trainer and consultant based in Munich, Germany and a PyTorch core developer. Table of Contents PART 1 - CORE PYTORCH 1 Introducing deep learning and the PyTorch Library 2 Pretrained networks 3 It starts with a tensor 4 Real-world data representation using tensors 5 The mechanics of learning 6 Using a neural network to fit the data 7 Telling birds from airplanes: Learning from images 8 Using convolutions to generalize PART 2 - LEARNING FROM IMAGES IN THE REAL WORLD: EARLY DETECTION OF LUNG CANCER 9 Using PyTorch to fight cancer 10 Combining data sources into a unified dataset 11 Training a classification model to detect suspected tumors 12 Improving training with metrics and augmentation 13 Using segmentation to find suspected nodules 14 End-to-end nodule analysis, and where to go next PART 3 - DEPLOYMENT 15 Deploying to production


Learner-Centered Teaching

Learner-Centered Teaching Pdf

Learner-Centered Teaching

Author: Maryellen Weimer

Publisher: John Wiley & Sons

ISBN: 0787966061

Genre: Education

Page: 288

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Book Summary: In this much needed resource, Maryellen Weimer-one of the nation's most highly regarded authorities on effective college teaching-offers a comprehensive work on the topic of learner-centered teaching in the college and university classroom. As the author explains, learner-centered teaching focuses attention on what the student is learning, how the student is learning, the conditions under which the student is learning, whether the student is retaining and applying the learning, and how current learning positions the student for future learning. To help educators accomplish the goals of learner-centered teaching, this important book presents the meaning, practice, and ramifications of the learner-centered approach, and how this approach transforms the college classroom environment. Learner-Centered Teaching shows how to tie teaching and curriculum to the process and objectives of learning rather than to the content delivery alone.


Democratizing Innovation

Democratizing Innovation Pdf

Democratizing Innovation

Author: Eric Von Hippel

Publisher: MIT Press

ISBN: 0262250179

Genre: Business & Economics

Page: 216

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Book Summary: The process of user-centered innovation: how it can benefit both users and manufacturers and how its emergence will bring changes in business models and in public policy. Innovation is rapidly becoming democratized. Users, aided by improvements in computer and communications technology, increasingly can develop their own new products and services. These innovating users—both individuals and firms—often freely share their innovations with others, creating user-innovation communities and a rich intellectual commons. In Democratizing Innovation, Eric von Hippel looks closely at this emerging system of user-centered innovation. He explains why and when users find it profitable to develop new products and services for themselves, and why it often pays users to reveal their innovations freely for the use of all.The trend toward democratized innovation can be seen in software and information products—most notably in the free and open-source software movement—but also in physical products. Von Hippel's many examples of user innovation in action range from surgical equipment to surfboards to software security features. He shows that product and service development is concentrated among "lead users," who are ahead on marketplace trends and whose innovations are often commercially attractive. Von Hippel argues that manufacturers should redesign their innovation processes and that they should systematically seek out innovations developed by users. He points to businesses—the custom semiconductor industry is one example—that have learned to assist user-innovators by providing them with toolkits for developing new products. User innovation has a positive impact on social welfare, and von Hippel proposes that government policies, including R&D subsidies and tax credits, should be realigned to eliminate biases against it. The goal of a democratized user-centered innovation system, says von Hippel, is well worth striving for. An electronic version of this book is available under a Creative Commons license.


Distance Education for Teacher Training

Distance Education for Teacher Training Pdf

Distance Education for Teacher Training

Author: Hilary Perraton

Publisher: Routledge

ISBN: 1134868464

Genre: Education

Page: 424

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Book Summary: First published in 2002. Routledge is an imprint of Taylor & Francis, an informa company.


Creating Effective Teaching and Learning Environments: First Results from TALIS

Creating Effective Teaching and Learning Environments: First Results from TALIS Pdf

Creating Effective Teaching and Learning Environments: First Results from TALIS

Author: OECD

Publisher: OECD Publishing

ISBN: 9264072993

Genre:

Page: 310

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Book Summary: This survey aims to help countries review and develop policies to make the teaching profession more attractive and more effective.


Factfulness

Factfulness Pdf

Factfulness

Author: Hans Rosling,Anna Rosling Rönnlund,Ola Rosling

Publisher: Flatiron Books

ISBN: 125012381X

Genre: Science

Page: 288

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Book Summary: INSTANT NEW YORK TIMES BESTSELLER “One of the most important books I’ve ever read—an indispensable guide to thinking clearly about the world.” – Bill Gates “Hans Rosling tells the story of ‘the secret silent miracle of human progress’ as only he can. But Factfulness does much more than that. It also explains why progress is so often secret and silent and teaches readers how to see it clearly.” —Melinda Gates "Factfulness by Hans Rosling, an outstanding international public health expert, is a hopeful book about the potential for human progress when we work off facts rather than our inherent biases." - Former U.S. President Barack Obama Factfulness: The stress-reducing habit of only carrying opinions for which you have strong supporting facts. When asked simple questions about global trends—what percentage of the world’s population live in poverty; why the world’s population is increasing; how many girls finish school—we systematically get the answers wrong. So wrong that a chimpanzee choosing answers at random will consistently outguess teachers, journalists, Nobel laureates, and investment bankers. In Factfulness, Professor of International Health and global TED phenomenon Hans Rosling, together with his two long-time collaborators, Anna and Ola, offers a radical new explanation of why this happens. They reveal the ten instincts that distort our perspective—from our tendency to divide the world into two camps (usually some version of us and them) to the way we consume media (where fear rules) to how we perceive progress (believing that most things are getting worse). Our problem is that we don’t know what we don’t know, and even our guesses are informed by unconscious and predictable biases. It turns out that the world, for all its imperfections, is in a much better state than we might think. That doesn’t mean there aren’t real concerns. But when we worry about everything all the time instead of embracing a worldview based on facts, we can lose our ability to focus on the things that threaten us most. Inspiring and revelatory, filled with lively anecdotes and moving stories, Factfulness is an urgent and essential book that will change the way you see the world and empower you to respond to the crises and opportunities of the future. --- “This book is my last battle in my life-long mission to fight devastating ignorance...Previously I armed myself with huge data sets, eye-opening software, an energetic learning style and a Swedish bayonet for sword-swallowing. It wasn’t enough. But I hope this book will be.” Hans Rosling, February 2017.


The Elements of Statistical Learning

The Elements of Statistical Learning Pdf

The Elements of Statistical Learning

Author: Trevor Hastie,Robert Tibshirani,Jerome Friedman

Publisher: Springer Science & Business Media

ISBN: 0387216065

Genre: Mathematics

Page: 536

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Book Summary: During the past decade there has been an explosion in computation and information technology. With it have come vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. The challenge of understanding these data has led to the development of new tools in the field of statistics, and spawned new areas such as data mining, machine learning, and bioinformatics. Many of these tools have common underpinnings but are often expressed with different terminology. This book describes the important ideas in these areas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of color graphics. It should be a valuable resource for statisticians and anyone interested in data mining in science or industry. The book’s coverage is broad, from supervised learning (prediction) to unsupervised learning. The many topics include neural networks, support vector machines, classification trees and boosting---the first comprehensive treatment of this topic in any book. This major new edition features many topics not covered in the original, including graphical models, random forests, ensemble methods, least angle regression & path algorithms for the lasso, non-negative matrix factorization, and spectral clustering. There is also a chapter on methods for “wide” data (p bigger than n), including multiple testing and false discovery rates. Trevor Hastie, Robert Tibshirani, and Jerome Friedman are professors of statistics at Stanford University. They are prominent researchers in this area: Hastie and Tibshirani developed generalized additive models and wrote a popular book of that title. Hastie co-developed much of the statistical modeling software and environment in R/S-PLUS and invented principal curves and surfaces. Tibshirani proposed the lasso and is co-author of the very successful An Introduction to the Bootstrap. Friedman is the co-inventor of many data-mining tools including CART, MARS, projection pursuit and gradient boosting.


The New Teacher's Companion

The New Teacher's Companion Pdf

The New Teacher's Companion

Author: Gini Cunningham

Publisher: ASCD

ISBN: 1416612084

Genre: Education

Page: 211

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Book Summary: Research confirms that the teacher makes the greatest difference in the learning success of students, so it's important that new teachers get off to a strong start. With help from veteran teacher and mentor Gini Cunningham, inexperienced teachers can better understand and successfully tackle the many daily challenges they will face in the classroom: /p>*Setting up classroom procedures and managing class time*Coordinating standards, curriculum, and textbooks*Developing manageable lesson and unit plans*Handling discipline problems and engaging students in learning*Using effective assessment practices and monitoring student achievementTeaching is a physically and emotionally demanding career, but Cunningham's practical advice and memorable anecdotes will help teachers prepare for and enjoy their work--even on the most difficult days. And administrators can use this accessible guide to support new professionals and avoid early burnout. The New Teacher's Companion is a valuable resource for any teacher who wants the classroom to be a rich and rewarding place for teachers and students alike.


Programming for Computations - MATLAB/Octave

Programming for Computations - MATLAB/Octave Pdf

Programming for Computations - MATLAB/Octave

Author: Svein Linge,Hans Petter Langtangen

Publisher: Springer

ISBN: 3319324527

Genre: Computers

Page: 216

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Book Summary: This book presents computer programming as a key method for solving mathematical problems. There are two versions of the book, one for MATLAB and one for Python. The book was inspired by the Springer book TCSE 6: A Primer on Scientific Programming with Python (by Langtangen), but the style is more accessible and concise, in keeping with the needs of engineering students. The book outlines the shortest possible path from no previous experience with programming to a set of skills that allows the students to write simple programs for solving common mathematical problems with numerical methods in engineering and science courses. The emphasis is on generic algorithms, clean design of programs, use of functions, and automatic tests for verification.


Education at a Glance 2011 OECD Indicators

Education at a Glance 2011 OECD Indicators Pdf

Education at a Glance 2011 OECD Indicators

Author: OECD

Publisher: OECD Publishing

ISBN: 9264117059

Genre:

Page: 500

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Book Summary: The 2011 edition of Education at a Glance enables countries to see themselves in the light of other countries’ performance. It provides a broad array of comparable indicators on education systems and represents the consensus of professional thinking on how to measure education internationally.


German Corporate Governance in International and European Context

German Corporate Governance in International and European Context Pdf

German Corporate Governance in International and European Context

Author: Jean J. du Plessis,Bernhard Großfeld,Claus Luttermann,Ingo Saenger,Otto Sandrock,Matthias Casper

Publisher: Springer

ISBN: 366254198X

Genre: Law

Page: 605

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Book Summary: The book provides readers with an overview of the unique features of German business and enterprise law and an in-depth analysis of the organs of governance of German public limited companies (general meeting, management board, supervisory board). In addition, approaches for reforms required at the international level are also suggested and discussed, including, among others, the unique interplay and dynamics of the German two-tier board model with the system of codetermination, referring to the arrangement of employees sitting on the supervisory boards of German public limited companies and private companies employing more than 500 employees; also covered are significant recent legal developments in Europe.The book highlights the core function of valuation and financial reporting at the international, European and German levels, with accounting as the documentary proof of good corporate governance. Corporate governance encompasses the free enterprise system, which is treated comprehensively in this book from a German perspective. This distinguishes the book from other books written in English in this subject area, not only because of the comprehensive way it covers German corporate law and corporate governance, but also because of the fact that it provides international and European perspectives on these important topics.The book is addressed to researchers, practitioners and basically anyone with an interest in the complex, but intriguing areas of corporate law and corporate governance.


Rankings and the Reshaping of Higher Education

Rankings and the Reshaping of Higher Education Pdf

Rankings and the Reshaping of Higher Education

Author: Ellen Hazelkorn

Publisher: Springer

ISBN: 1137446676

Genre: Education

Page: 304

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Book Summary: University rankings have gained popularity around the world and are now a significant factor shaping reputation. This second edition updates Ellen Hazelkorn's first comprehensive study of rankings from a global perspective, drawing in new original research and extensive analysis. It is essential reading for policymakers, managers and scholars.


Environmental Pricing

Environmental Pricing Pdf

Environmental Pricing

Author: Larry Kreiser,Mikael Skou Andersen,Birgitte Egelund Olsen,Stefan Speck,Janet E. Milne,Hope Ashiabor

Publisher: Edward Elgar Publishing

ISBN: 1785360256

Genre: Law

Page: 272

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Book Summary: Environmental taxes can be efficient tools for successful environmental policy. Their use, however, has been limited in many countries. This thoughtful book explores the scope of environmental pricing and examines a variety of national experiences in e


Comparative Study of Smart Cities in Europe and China 2014

Comparative Study of Smart Cities in Europe and China 2014 Pdf

Comparative Study of Smart Cities in Europe and China 2014

Author: China Academy of Information and Communi,EU-China Policy Dialogues Support Facili

Publisher: Springer

ISBN: 3662468670

Genre: Business & Economics

Page: 261

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Book Summary: This book, examining smart-city trends and developments from global, Chinese and EU perspectives, shows how the concept of the smart city varies from city to city. A detailed analysis is made to present the smart city as an up-to-date model of world city. Thirty pilot cities answer questions designed by the “Smart City Evaluation Framework,” including managerial entities, stakeholders, project description and performance and whatever else relates to smart cities. By assessing the answers, researchers reveal major trends, best practices and challenges confronting smart city campaigns. Recommendations and solutions are provided. This is a must-read for anyone wishing to understand Chinese and European cities in terms of ideas about city development, plausible practice, natural and geographic conditions, economic structure and infrastructure robustness. Innovation and updates in telecommunication technology is regarded as indicative of city intelligence and green, low-carbon and sustainable development. This innovative book offers an interdisciplinary perspective and shall be of interest to researchers, policy analysts and technical experts involved in and responsible for the planning, development and design of smart cities.


Advances in Web-Based Learning - ICWL 2004

Advances in Web-Based Learning - ICWL 2004 Pdf

Advances in Web-Based Learning - ICWL 2004

Author: Wenyin Liu,Yuanchun Shi,Li Qing

Publisher: Springer

ISBN: 3540278591

Genre: Education

Page: 470

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Book Summary: With the rapid development of Web-based learning and new concepts like virtual cla- rooms, virtual laboratories and virtual universities, many issues need to be addressed. On the technical side, there is a need for effective technology for deployment of W- based education.On the learning side, the cyber mode of learning is very different from classroom-based learning. How can instructional developmentcope with this new style of learning? On the management side, the establishment of the cyber university - poses very different requirements for the set-up. Does industry-university partnership provide a solution to addressing the technological and management issues? Why do we need to standardize e-learning and what can we do already? As with many other new developments, more research is needed to establish the concepts and best practice for Web-based learning. ICWL 2004, the 3rd International Conference on Web-Based Learning, was held at the Tsinghua University (Beijing, China) from August 8th to 11th, 2004, as a continued attempt to address many of the above-mentioned issues. Following the great successes of ICWL 2002 (Hong Kong) and ICWL 2003 (Australia), ICWL 2004 aimed at p- senting new progress in the technical, pedagogical, as well as management issues of Web-based learning. The conference featured a comprehensive program, including a tutorial session, a keynote talk, a main track for regular paper presentations, and an - dustrial track. We received 120 papers and accepted only 58 of them in the main track for both oral and poster presentations.


RDA Around the World

RDA Around the World Pdf

RDA Around the World

Author: Marie-France Plassard,Gordon Dunsire

Publisher: Routledge

ISBN: 1317482336

Genre: Language Arts & Disciplines

Page: 232

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Book Summary: This book provides a snapshot of the implementation in various countries around the world of the international cataloging standard RDA: resource description and access. All stages of implementing a new standard are covered, from initial assessment and impact analysis through translation, staff training, and data migration, to implementation and user orientation. Contributions include the results of detailed research into awareness of the standard in professional groups, differences between catalog metadata produced using RDA and current local standards, and the effect of RDA on the presentation of catalog displays to the end user. The contributions cover aspects of RDA implementation in Canada, China, German-speaking countries, Iran, Israel, Mexico, the Philippines, Singapore, and Turkey, and French, German and Spanish translation activity. The information contained will be relevant for many years to come, for those who are intending to implement RDA, review the quality of legacy data, measure the impact of the globalization of cataloguing data, or prepare for education and orientation in international bibliographic standards. This book was published as a special double issue of Cataloging and Classification Quarterly.


Why States Recover

Why States Recover Pdf

Why States Recover

Author: Greg Mills

Publisher: Hurst

ISBN: 1849045402

Genre: Political Science

Page: 700

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Book Summary: State failure takes many forms. Somalia offers one extreme. The country's prolonged civil war led to the collapse of central authority, with state control devolving to warlord-led factions that competed for the spoils of local commerce, political power, and international aid. Malawi, on the other hand, is at the other end of the scale. During President Bingu's second term in office, the country's economy collapsed as a result of poor policies and Bingu's brand of personal politics. On the surface, Malawi's economy seemed largely stable; underneath, however, the polity was fractured and the economy broken. In between these two extremes of state failure are all manner of examples, many of which Mills explores in the fascinating and profoundly personal Why States Recover. Throughout he returns to his key questions: how do countries recover? What roles should both insiders and outsiders play to aid that process? Drawing on research in more than thirty countries, and incorporating interviews with a dozen leaders, Mills examines state failure and identifies instances of recovery in Latin America, Asia, and Africa. For anyone interested in the reasons behind states' failure, and remedies to ensure future economic stability, it is important reading.