Foundations of Data Science

Download Foundations of Data Science PDF Online Free

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

DOWNLOAD NOW!


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

Download A Framework for K-12 Science Education PDF Online Free

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

DOWNLOAD NOW!


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

Download Handbook of Essential Oils PDF Online Free

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

DOWNLOAD NOW!


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.

Spanish - PhD Science Texas Level 4 Science Logbook Set (Modules 1-3)

Download Spanish - PhD Science Texas Level 4 Science Logbook Set (Modules 1-3) PDF Online Free

Author :
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.8/5 (858 download)

DOWNLOAD NOW!


Book Synopsis Spanish - PhD Science Texas Level 4 Science Logbook Set (Modules 1-3) by : Great Minds PBC

Download or read book Spanish - PhD Science Texas Level 4 Science Logbook Set (Modules 1-3) written by Great Minds PBC and published by . This book was released on 2023-07 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

English Learners in STEM Subjects

Download English Learners in STEM Subjects PDF Online Free

Author :
Publisher : National Academies Press
ISBN 13 : 0309479088
Total Pages : 345 pages
Book Rating : 4.3/5 (94 download)

DOWNLOAD NOW!


Book Synopsis English Learners in STEM Subjects by : National Academies of Sciences, Engineering, and Medicine

Download or read book English Learners in STEM Subjects written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2019-01-28 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: The imperative that all students, including English learners (ELs), achieve high academic standards and have opportunities to participate in science, technology, engineering, and mathematics (STEM) learning has become even more urgent and complex given shifts in science and mathematics standards. As a group, these students are underrepresented in STEM fields in college and in the workforce at a time when the demand for workers and professionals in STEM fields is unmet and increasing. However, English learners bring a wealth of resources to STEM learning, including knowledge and interest in STEM-related content that is born out of their experiences in their homes and communities, home languages, variation in discourse practices, and, in some cases, experiences with schooling in other countries. English Learners in STEM Subjects: Transforming Classrooms, Schools, and Lives examines the research on ELs' learning, teaching, and assessment in STEM subjects and provides guidance on how to improve learning outcomes in STEM for these students. This report considers the complex social and academic use of language delineated in the new mathematics and science standards, the diversity of the population of ELs, and the integration of English as a second language instruction with core instructional programs in STEM.

Relevant Chemistry Education

Download Relevant Chemistry Education PDF Online Free

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

DOWNLOAD NOW!


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

Download Innovative Assessment in Higher Education PDF Online Free

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

DOWNLOAD NOW!


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.

Dark Water Rising

Download Dark Water Rising PDF Online Free

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

DOWNLOAD NOW!


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.

Quality Assurance of Teaching and Learning in Higher Education Institutions

Download Quality Assurance of Teaching and Learning in Higher Education Institutions PDF Online Free

Author :
Publisher :
ISBN 13 : 9783734576898
Total Pages : 112 pages
Book Rating : 4.5/5 (768 download)

DOWNLOAD NOW!


Book Synopsis Quality Assurance of Teaching and Learning in Higher Education Institutions by : Dr. Solveig Randhahn

Download or read book Quality Assurance of Teaching and Learning in Higher Education Institutions written by Dr. Solveig Randhahn and published by . This book was released on 2017-02-03 with total page 112 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Innovative Assessment in Higher Education

Download Innovative Assessment in Higher Education PDF Online Free

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

DOWNLOAD NOW!


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

Download Study Skills for Science, Engineering and Technology Students PDF Online Free

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

DOWNLOAD NOW!


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 Food Sanitation

Download Principles of Food Sanitation PDF Online Free

Author :
Publisher : Springer Science & Business Media
ISBN 13 : 1475762631
Total Pages : 432 pages
Book Rating : 4.4/5 (757 download)

DOWNLOAD NOW!


Book Synopsis Principles of Food Sanitation by : Norman G. Marriott

Download or read book Principles of Food Sanitation written by Norman G. Marriott and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Large volume food processing and preparation operations have increased the need for improved sanitary practices from processing to consumption. This trend presents a challenge to every employee in the food processing and food prepara tion industry. Sanitation is an applied science for the attainment of hygienic conditions. Because of increased emphasis on food safety, sanitation is receiving increased attention from those in the food industry. Traditionally, inexperienced employees with few skills who have received little or no training have been delegated sanitation duties. Yet sanitation employees require intensive training. In the past, these employees, including sanitation program managers, have had only limited access to material on this subject. Technical information has been confined primarily to a limited number of training manuals provided by regulatory agen cies, industry and association manuals, and recommendations from equipment and cleaning compound firms. Most of this material lacks specific information related to the selection of appropriate cleaning methods, equipment, compounds, and sanitizers for maintaining hygienic conditions in food processing and prepara tion facilities. The purpose of this text is to provide sanitation information needed to ensure hygienic practices. Sanitation is a broad subject; thus, principles related to con tamination, cleaning compounds, sanitizers, and cleaning equipment, and specific directions for applying these principles to attain hygienic conditions in food processing and food preparation are discussed. The discussion starts with the importance of sanitation and also includes regulatory requirements and voluntary sanitation programs including additional and updated information on Hazard Analysis Critical Control Points (HACCP).

Postharvest Handling

Download Postharvest Handling PDF Online Free

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

DOWNLOAD NOW!


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

Creative Curriculum

Download Creative Curriculum PDF Online Free

Author :
Publisher : Delmar Pub
ISBN 13 : 9780766832886
Total Pages : pages
Book Rating : 4.8/5 (328 download)

DOWNLOAD NOW!


Book Synopsis Creative Curriculum by : Teaching Strategies

Download or read book Creative Curriculum written by Teaching Strategies and published by Delmar Pub. This book was released on 1988-01-01 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: The Creative Curriculum comes alive! This videotape-winner of the 1989 Silver Apple Award at the National Educational Film and Video Festival-demonstrates how teachers set the stage for learning by creating a dynamic well-organized environment. It shows children involved in seven of the interest areas in the The Creative Curriculum and explains how they learn in each area. Everyone conducts in-service training workshops for staff and parents or who teaches early childhood education courses will find the video an indispensable tool for explainin appropriate practice.

Evidence-based Medicine

Download Evidence-based Medicine PDF Online Free

Author :
Publisher : Elsevier Masson
ISBN 13 : 9782842997731
Total Pages : 306 pages
Book Rating : 4.9/5 (977 download)

DOWNLOAD NOW!


Book Synopsis Evidence-based Medicine by : Sharon E. Straus

Download or read book Evidence-based Medicine written by Sharon E. Straus and published by Elsevier Masson. This book was released on 2005 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: The accompanying CD-ROM contains clinical examples, critical appraisals and background papers.

Commercial Aviation Safety, Sixth Edition

Download Commercial Aviation Safety, Sixth Edition PDF Online Free

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

DOWNLOAD NOW!


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

Values Education Sourcebook

Download Values Education Sourcebook PDF Online Free

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

DOWNLOAD NOW!


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: