Foundations of Data Science

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Publisher : Cambridge University Press
ISBN 13 : 1108617360
Total Pages : 433 pages
Book Rating : 4.1/5 (86 download)

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Book Synopsis Foundations of Data Science by : Avrim Blum

Download or read book Foundations of Data Science written by Avrim Blum and published by Cambridge University Press. This book was released on 2020-01-23 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an introduction to the mathematical and algorithmic foundations of data science, including machine learning, high-dimensional geometry, and analysis of large networks. Topics include the counterintuitive nature of data in high dimensions, important linear algebraic techniques such as singular value decomposition, the theory of random walks and Markov chains, the fundamentals of and important algorithms for machine learning, algorithms and analysis for clustering, probabilistic models for large networks, representation learning including topic modelling and non-negative matrix factorization, wavelets and compressed sensing. Important probabilistic techniques are developed including the law of large numbers, tail inequalities, analysis of random projections, generalization guarantees in machine learning, and moment methods for analysis of phase transitions in large random graphs. Additionally, important structural and complexity measures are discussed such as matrix norms and VC-dimension. This book is suitable for both undergraduate and graduate courses in the design and analysis of algorithms for data.

A Framework for K-12 Science Education

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Publisher : National Academies Press
ISBN 13 : 0309214459
Total Pages : 400 pages
Book Rating : 4.3/5 (92 download)

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Book Synopsis A Framework for K-12 Science Education by : National Research Council

Download or read book A Framework for K-12 Science Education written by National Research Council and published by National Academies Press. This book was released on 2012-02-28 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Science, engineering, and technology permeate nearly every facet of modern life and hold the key to solving many of humanity's most pressing current and future challenges. The United States' position in the global economy is declining, in part because U.S. workers lack fundamental knowledge in these fields. To address the critical issues of U.S. competitiveness and to better prepare the workforce, A Framework for K-12 Science Education proposes a new approach to K-12 science education that will capture students' interest and provide them with the necessary foundational knowledge in the field. A Framework for K-12 Science Education outlines a broad set of expectations for students in science and engineering in grades K-12. These expectations will inform the development of new standards for K-12 science education and, subsequently, revisions to curriculum, instruction, assessment, and professional development for educators. This book identifies three dimensions that convey the core ideas and practices around which science and engineering education in these grades should be built. These three dimensions are: crosscutting concepts that unify the study of science through their common application across science and engineering; scientific and engineering practices; and disciplinary core ideas in the physical sciences, life sciences, and earth and space sciences and for engineering, technology, and the applications of science. The overarching goal is for all high school graduates to have sufficient knowledge of science and engineering to engage in public discussions on science-related issues, be careful consumers of scientific and technical information, and enter the careers of their choice. A Framework for K-12 Science Education is the first step in a process that can inform state-level decisions and achieve a research-grounded basis for improving science instruction and learning across the country. The book will guide standards developers, teachers, curriculum designers, assessment developers, state and district science administrators, and educators who teach science in informal environments.

Handbook of Essential Oils

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Publisher : CRC Press
ISBN 13 : 1420063162
Total Pages : 994 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Handbook of Essential Oils by : K. Husnu Can Baser

Download or read book Handbook of Essential Oils written by K. Husnu Can Baser and published by CRC Press. This book was released on 2009-12-28 with total page 994 pages. Available in PDF, EPUB and Kindle. Book excerpt: Egyptian hieroglyphs, Chinese scrolls, and Ayurvedic literature record physicians administering aromatic oils to their patients. Today society looks to science to document health choices and the oils do not disappoint. The growing body of evidence of their efficacy for more than just scenting a room underscores the need for production standards, quality control parameters for raw materials and finished products, and well-defined Good Manufacturing Practices. Edited by two renowned experts, the Handbook of Essential Oils covers all aspects of essential oils from chemistry, pharmacology, and biological activity, to production and trade, to uses and regulation. Bringing together significant research and market profiles, this comprehensive handbook provides a much-needed compilation of information related to the development, use, and marketing of essential oils, including their chemistry and biochemistry. A select group of authoritative experts explores the historical, biological, regulatory, and microbial aspects. This reference also covers sources, production, analysis, storage, and transport of oils as well as aromatherapy, pharmacology, toxicology, and metabolism. It includes discussions of biological activity testing, results of antimicrobial and antioxidant tests, and penetration-enhancing activities useful in drug delivery. New information on essential oils may lead to an increased understanding of their multidimensional uses and better, more ecologically friendly production methods. Reflecting the immense developments in scientific knowledge available on essential oils, this book brings multidisciplinary coverage of essential oils into one all-inclusive resource.

Dark Water Rising

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Publisher : Henry Holt and Company (BYR)
ISBN 13 : 1429981628
Total Pages : 254 pages
Book Rating : 4.4/5 (299 download)

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Book Synopsis Dark Water Rising by : Marian Hale

Download or read book Dark Water Rising written by Marian Hale and published by Henry Holt and Company (BYR). This book was released on 2006-09-19 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: I looked and saw water rushing in from Galveston Bay on one side and from the gulf on the other. The two seas met in the middle of Broadway, swirling over the wooden paving blocks, and I couldn't help but shudder at the sight. All of Galveston appeared to be under water. Galveston, Texas, may be the booming city of the brand-new twentieth century, but to Seth, it is the end of a dream. He longs to be a carpenter like his father, but his family has moved to Galveston so he can go to a good school. Still, the last few weeks of summer might not be so bad. Seth has a real job as a builder and the beach is within walking distance. Things seem to be looking up, until a storm warning is raised one sweltering afternoon. No one could have imagined anything like this. Giant walls of water crash in from the sea. Shingles and bricks are deadly missiles flying through the air. People not hit by flying debris are swept away by rushing water. Forget the future, Seth and his family will be lucky to survive the next twenty-four hours. Dark Water Rising is a 2007 Bank Street - Best Children's Book of the Year.

Relevant Chemistry Education

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Publisher : Springer
ISBN 13 : 9463001751
Total Pages : 389 pages
Book Rating : 4.4/5 (63 download)

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Book Synopsis Relevant Chemistry Education by : Ingo Eilks

Download or read book Relevant Chemistry Education written by Ingo Eilks and published by Springer. This book was released on 2015-07-22 with total page 389 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is aimed at chemistry teachers, teacher educators, chemistry education researchers, and all those who are interested in increasing the relevance of chemistry teaching and learning as well as students' perception of it. The book consists of 20 chapters. Each chapter focuses on a certain issue related to the relevance of chemistry education. These chapters are based on a recently suggested model of the relevance of science education, encompassing individual, societal, and vocational relevance, its present and future implications, as well as its intrinsic and extrinsic aspects. “Two highly distinguished chemical educators, Ingo Eilks and AviHofstein, have brought together 40 internationally renowned colleagues from 16 countries to offer an authoritative view of chemistry teaching today. Between them, the authors, in 20 chapters, give an exceptional description of the current state of chemical education and signpost the future in both research and in the classroom. There is special emphasis on the many attempts to enthuse students with an understanding of the central science, chemistry, which will be helped by having an appreciation of the role of the science in today’s world. Themes which transcend all education such as collaborative work, communication skills, attitudes, inquiry learning and teaching, and problem solving are covered in detail and used in the context of teaching modern chemistry. The book is divided into four parts which describe the individual, the societal, the vocational and economic, and the non-formal dimensions and the editors bring all the disparate leads into a coherent narrative, that will be highly satisfying to experienced and new researchers and to teachers with the daunting task of teaching such an intellectually demanding subject. Just a brief glance at the index and the references will convince anyone interested in chemical education that this book is well worth studying; it is scholarly and readable and has tackled the most important issues in chemical education today and in the foreseeable future.” – Professor David Waddington, Emeritus Professor in Chemistry Education, University of York, United Kingdom

Innovative Assessment in Higher Education

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Author :
Publisher : Routledge
ISBN 13 : 1134250843
Total Pages : 281 pages
Book Rating : 4.1/5 (342 download)

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Book Synopsis Innovative Assessment in Higher Education by : Cordelia Bryan

Download or read book Innovative Assessment in Higher Education written by Cordelia Bryan and published by Routledge. This book was released on 2006-09-27 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: Throughout higher education assessment is changing, driven by increased class size, changing curricula and the need to support students better. At the same time assessment regulations and external quality assurance demands are constraining assessment options, driven by worries about standards, reliability and plagiarism. Innovative Assessment in Higher Education explores the difficulty of changing assessment in sometimes unhelpful contexts. Topics discussed include: problems with traditional assessment methods rationales behind different kinds of innovation in assessment complex assessment contexts in which teachers attempt to innovate innovation in assessment within a range of academic settings theoretical and empirical support for innovations within higher education. More than a ‘how to do it’ manual, this book offers a unique mix of useful pragmatism and scholarship. A vital resource for higher education teachers and their educational advisors, it provides a fundamental analysis of the role and purpose of assessment and how change can be managed without compromising standards.

Teaching Energy Across the Sciences

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Publisher :
ISBN 13 : 9781941316016
Total Pages : pages
Book Rating : 4.3/5 (16 download)

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Book Synopsis Teaching Energy Across the Sciences by : Jeffrey Nordine

Download or read book Teaching Energy Across the Sciences written by Jeffrey Nordine and published by . This book was released on 2015-12-14 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Postharvest Handling

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Publisher : Academic Press
ISBN 13 : 0080920780
Total Pages : 637 pages
Book Rating : 4.0/5 (89 download)

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Book Synopsis Postharvest Handling by : Nigel H. Banks

Download or read book Postharvest Handling written by Nigel H. Banks and published by Academic Press. This book was released on 2009-02-21 with total page 637 pages. Available in PDF, EPUB and Kindle. Book excerpt: Consideration of the interactions between decisions made at one point in the supply chain and its effects on the subsequent stages is the core concept of a systems approach. Postharvest Handling is unique in its application of this systems approach to the handling of fruits and vegetables, exploring multiple aspects of this important process through chapters written by experts from a variety of backgrounds.Newly updated and revised, this second edition includes coverage of the logistics of fresh produce from multiple perspectives, postharvest handing under varying weather conditions, quality control, changes in consumer eating habits and other factors key to successful postharvest handling.The ideal book for understanding the economic as well as physical impacts of postharvest handling decisions.Key Features:*Features contributions from leading experts providing a variety of perspectives*Updated with 12 new chapters*Focuses on application-based information for practical implementation*System approach is unique in the handling of fruits and vegetables

Energy Island

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Publisher : Macmillan
ISBN 13 : 0374321841
Total Pages : 44 pages
Book Rating : 4.3/5 (743 download)

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Book Synopsis Energy Island by : Allan Drummond

Download or read book Energy Island written by Allan Drummond and published by Macmillan. This book was released on 2011-03 with total page 44 pages. Available in PDF, EPUB and Kindle. Book excerpt: Tells how the people of Danish island of Samso decided to use wind energy to power their lives and became the "Energy Island."

Innovative Assessment in Higher Education

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Author :
Publisher : Routledge
ISBN 13 : 0429015577
Total Pages : 277 pages
Book Rating : 4.4/5 (29 download)

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Book Synopsis Innovative Assessment in Higher Education by : Cordelia Bryan

Download or read book Innovative Assessment in Higher Education written by Cordelia Bryan and published by Routledge. This book was released on 2019-04-03 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: Contextualising why assessment is still the single most important factor affecting student learning in higher education, this second edition of Innovative Assessment in Higher Education: A Handbook for Academic Practitioners offers a critical discourse about the value of assessment for learning alongside practical suggestions about how to enhance the student experience of assessment and feedback. With 17 new chapters this edition: contextualises assessment within the current higher education landscape; explores how student, parent and government expectations impact on assessment design; presents case studies on how to develop, incorporate and assess employability skills; reviews how technology and social media can be used to enhance assessment and feedback; provides examples and critical review of the use and development of feedback practices and how to assess professional, creative and performance-based subjects; offers guidance on how to develop assessment that is inclusive and enables all students to advance their potential. Bridging the gap between theory and the practical elements of assessment, Innovative Assessment in Higher Education: A Handbook for Academic Practitioners is an essential resource for busy academics looking to make a tangible difference to their academic practice and their students’ learning. This practical and accessible guide will aid both new and more experienced practitioners looking to learn more about how and why assessment in higher education can make such a difference to student learning.

Study Skills for Science, Engineering and Technology Students

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Publisher : Pearson UK
ISBN 13 : 0273749757
Total Pages : 518 pages
Book Rating : 4.2/5 (737 download)

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Book Synopsis Study Skills for Science, Engineering and Technology Students by : Pat Maier

Download or read book Study Skills for Science, Engineering and Technology Students written by Pat Maier and published by Pearson UK. This book was released on 2013-11-26 with total page 518 pages. Available in PDF, EPUB and Kindle. Book excerpt: An accessible, student-friendly handbook that covers all of the essential study skills that will ensure that Science, Engineering or Technology students get the most out of their course. Study Skills for Science, Engineering & Technology Students has been developed specifically to provide tried & tested guidance on the most important academic and study skills that students require throughout their time at university and beyond. Presented in a practical and easy-to-use style it demonstrates the immediate benefits to be gained by developing and improving these skills during each stage of their course.

Principles of Effective Online Teaching

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Publisher : Informing Science
ISBN 13 : 193288601X
Total Pages : 344 pages
Book Rating : 4.9/5 (328 download)

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Book Synopsis Principles of Effective Online Teaching by : Nicole A. Buzzetto-More

Download or read book Principles of Effective Online Teaching written by Nicole A. Buzzetto-More and published by Informing Science. This book was released on 2007 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Values Education Sourcebook

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Publisher :
ISBN 13 :
Total Pages : 30 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Values Education Sourcebook by : Douglas P. Superka

Download or read book Values Education Sourcebook written by Douglas P. Superka and published by . This book was released on 1976 with total page 30 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Intelligence Revolution 1960

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Publisher :
ISBN 13 :
Total Pages : 260 pages
Book Rating : 4.:/5 (8 download)

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Book Synopsis Intelligence Revolution 1960 by : Ingard Clausen

Download or read book Intelligence Revolution 1960 written by Ingard Clausen and published by . This book was released on 2012 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: Overview: Provides a history of the Corona Satellite photo reconnaissance Program. It was a joint Central Intelligence Agency and United States Air Force program in the 1960s. It was then highly classified.

Engineering in K-12 Education

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Publisher : National Academies Press
ISBN 13 : 030914471X
Total Pages : 595 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Engineering in K-12 Education by : National Research Council

Download or read book Engineering in K-12 Education written by National Research Council and published by National Academies Press. This book was released on 2009-09-08 with total page 595 pages. Available in PDF, EPUB and Kindle. Book excerpt: Engineering education in K-12 classrooms is a small but growing phenomenon that may have implications for engineering and also for the other STEM subjects-science, technology, and mathematics. Specifically, engineering education may improve student learning and achievement in science and mathematics, increase awareness of engineering and the work of engineers, boost youth interest in pursuing engineering as a career, and increase the technological literacy of all students. The teaching of STEM subjects in U.S. schools must be improved in order to retain U.S. competitiveness in the global economy and to develop a workforce with the knowledge and skills to address technical and technological issues. Engineering in K-12 Education reviews the scope and impact of engineering education today and makes several recommendations to address curriculum, policy, and funding issues. The book also analyzes a number of K-12 engineering curricula in depth and discusses what is known from the cognitive sciences about how children learn engineering-related concepts and skills. Engineering in K-12 Education will serve as a reference for science, technology, engineering, and math educators, policy makers, employers, and others concerned about the development of the country's technical workforce. The book will also prove useful to educational researchers, cognitive scientists, advocates for greater public understanding of engineering, and those working to boost technological and scientific literacy.

Commercial Aviation Safety, Sixth Edition

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Publisher : McGraw Hill Professional
ISBN 13 : 125964183X
Total Pages : 561 pages
Book Rating : 4.2/5 (596 download)

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Book Synopsis Commercial Aviation Safety, Sixth Edition by : Stephen K. Cusick

Download or read book Commercial Aviation Safety, Sixth Edition written by Stephen K. Cusick and published by McGraw Hill Professional. This book was released on 2017-05-12 with total page 561 pages. Available in PDF, EPUB and Kindle. Book excerpt: Up-To-Date Coverage of Every Aspect of Commercial Aviation Safety Completely revised edition to fully align with current U.S. and international regulations, this hands-on resource clearly explains the principles and practices of commercial aviation safety—from accident investigations to Safety Management Systems. Commercial Aviation Safety, Sixth Edition, delivers authoritative information on today's risk management on the ground and in the air. The book offers the latest procedures, flight technologies, and accident statistics. You will learn about new and evolving challenges, such as lasers, drones (unmanned aerial vehicles), cyberattacks, aircraft icing, and software bugs. Chapter outlines, review questions, and real-world incident examples are featured throughout. Coverage includes: • ICAO, FAA, EPA, TSA, and OSHA regulations • NTSB and ICAO accident investigation processes • Recording and reporting of safety data • U.S. and international aviation accident statistics • Accident causation models • The Human Factors Analysis and Classification System (HFACS) • Crew Resource Management (CRM) and Threat and Error Management (TEM) • Aviation Safety Reporting System (ASRS) and Flight Data Monitoring (FDM) • Aircraft and air traffic control technologies and safety systems • Airport safety, including runway incursions • Aviation security, including the threats of intentional harm and terrorism • International and U.S. Aviation Safety Management Systems

Innovation with Purpose

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Publisher :
ISBN 13 : 9781882771394
Total Pages : 271 pages
Book Rating : 4.7/5 (713 download)

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Book Synopsis Innovation with Purpose by : Lockheed Martin

Download or read book Innovation with Purpose written by Lockheed Martin and published by . This book was released on 2013 with total page 271 pages. Available in PDF, EPUB and Kindle. Book excerpt: