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For undergraduate or graduate courses that include planning, conducting, and evaluating research. A do-it-yourself, understand-it-yourself manual designed to help students understand the fundamental structure of research and the methodical process that leads to valid, reliable results. Written in uncommonly engaging and elegant prose, this text guides the reader, step-by-step, from the selection of a problem, through the process of conducting authentic research, to the preparation of a completed report, with practical suggestions based on a solid theoretical framework and sound pedagogy. Suitable as the core text in any introductory research course or even for self-instruction, this text will show students two things: 1) that quality research demands planning and design; and, 2) how their own research projects can be executed effectively and professionally.
This engaging and clearly written textbook/reference provides a must-have introduction to the rapidly emerging interdisciplinary field of data science. It focuses on the principles fundamental to becoming a good data scientist and the key skills needed to build systems for collecting, analyzing, and interpreting data. The Data Science Design Manual is a source of practical insights that highlights what really matters in analyzing data, and provides an intuitive understanding of how these core concepts can be used. The book does not emphasize any particular programming language or suite of data-analysis tools, focusing instead on high-level discussion of important design principles. This easy-to-read text ideally serves the needs of undergraduate and early graduate students embarking on an “Introduction to Data Science” course. It reveals how this discipline sits at the intersection of statistics, computer science, and machine learning, with a distinct heft and character of its own. Practitioners in these and related fields will find this book perfect for self-study as well. Additional learning tools: Contains “War Stories,” offering perspectives on how data science applies in the real world Includes “Homework Problems,” providing a wide range of exercises and projects for self-study Provides a complete set of lecture slides and online video lectures at www.data-manual.com Provides “Take-Home Lessons,” emphasizing the big-picture concepts to learn from each chapter Recommends exciting “Kaggle Challenges” from the online platform Kaggle Highlights “False Starts,” revealing the subtle reasons why certain approaches fail Offers examples taken from the data science television show “The Quant Shop” (www.quant-shop.com)
An attractive and innovative four-level course for lower-secondary students. Each unit of the Student's Book is divided into 3 manageable steps with clear aims and outcomes. Students can see quick results through regular 'Use what you know' sections at the end of each step. 'Life and culture' sections and a continuous story provides rich reading material while stimulating students' imaginations. There is a variety of exercises where students can work to their own level, making the course ideal for mixed ability classes. Coursework activities per module allow students to build up portfolios of work while online 'Infoquests' send students on a journey of discovery in English.
How has the regulation of business shifted from national to global institutions? What are the mechanisms of globalization? Who are the key actors? What of democratic sovereignty? In which cases has globalization been successfully resisted? These questions are confronted across an amazing sweep of the critical areas of business regulation--from contract, intellectual property and corporations law, to trade, telecommunications, labor standards, drugs, food, transport and environment. This book examines the role played by global institutions such as the World Trade Organization, World Health Organization, the OECD, IMF, Moodys and the World Bank, as well as various NGOs and significant individuals. Incorporating both history and analysis, Global Business Regulation will become the standard reference for readers in business, law, politics, and international relations.
A Course for Nonnative Speakers of English. Genre-based approach. Includes units such as graphs and commenting on other data and research papers.
The second edition of The CALLA Handbook is a practical and research based methodology book for all teachers of students learning English as a new language. Each chapter has been updated to reflect new research, content-subject national standards, and adaptations of the CALLA model. Features of the second edition An updated theoretical framework of CALLA, based on current second-language acquisition and learning theory research In-depth descriptions and examples for each component of the CALLA model: using content areas standards, developing academic language, and teaching learning strategies. A comprehensive analysis of the CALLA instructional sequence to help teachers plan and differentiate instruction Standardized test preparation and authentic, performance-based assessments Reproducible lesson plans and activities for using the CALLA model to enhance academic growth in English language arts, mathematics, science, and history/social studies
Life is an exciting new six-level adult series that turns learning English into an exploration of the world we live in by drawing on National Geographic content such as images, articles and videos. Student's Book contains: engaging tasks with fascinating NG content; review at end of each unit; grammar reference with practice activities. CEF: A1-C1.
English Insights is a motivating new series for students at secondary level. It combines an acclaimed approach to learning English with stunning National Geographic images, DVD clips and articles.