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The Essentials of Data Science: Knowledge Discovery Using R

2017-07-28 Business & Economics
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Release : 2017-07-28
Genre : Business & Economics
Kind : eBook
Book Rating : 490/5 ( reviews)

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Book Synopsis The Essentials of Data Science: Knowledge Discovery Using R by : Graham J. Williams

Download or read book The Essentials of Data Science: Knowledge Discovery Using R written by Graham J. Williams. This book was released on 2017-07-28. Available in PDF, EPUB and Kindle. Book excerpt: The Essentials of Data Science: Knowledge Discovery Using R presents the concepts of data science through a hands-on approach using free and open source software. It systematically drives an accessible journey through data analysis and machine learning to discover and share knowledge from data. Building on over thirty years’ experience in teaching and practising data science, the author encourages a programming-by-example approach to ensure students and practitioners attune to the practise of data science while building their data skills. Proven frameworks are provided as reusable templates. Real world case studies then provide insight for the data scientist to swiftly adapt the templates to new tasks and datasets. The book begins by introducing data science. It then reviews R’s capabilities for analysing data by writing computer programs. These programs are developed and explained step by step. From analysing and visualising data, the framework moves on to tried and tested machine learning techniques for predictive modelling and knowledge discovery. Literate programming and a consistent style are a focus throughout the book.

Science Teaching Essentials

2019-02-06 Science
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Release : 2019-02-06
Genre : Science
Kind : eBook
Book Rating : 032/5 ( reviews)

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Book Synopsis Science Teaching Essentials by : Cynthia J. Brame

Download or read book Science Teaching Essentials written by Cynthia J. Brame. This book was released on 2019-02-06. Available in PDF, EPUB and Kindle. Book excerpt: Science Teaching Essentials: Short Guides to Good Practice serves as a reference manual for science faculty as they set up a new course, consider how to teach the course, figure out how to assess their students fairly and efficiently, and review and revise course materials. This book consists of a series of short chapters that instructors can use as resources to address common teaching problems and adopt evidence-based pedagogies. By providing individual chapters that can be used independently as needed, this book provides faculty with a just-in-time teaching resource they can use to draft a new syllabus. This is a must-have resource for science, health science and engineering faculty, as well as graduate students and post-docs preparing for future faculty careers. Provides easily digested, practical, research-based information on how to teach Allows faculty to efficiently get up-to-speed on a given pedagogy or assessment method Addresses the full range of faculty experiences as they being to teach for the first time or want to reinvent how they teach

Essentials of Food Science

2013-12-05 Technology & Engineering
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Release : 2013-12-05
Genre : Technology & Engineering
Kind : eBook
Book Rating : 38X/5 ( reviews)

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Book Synopsis Essentials of Food Science by : Vickie A. Vaclavik

Download or read book Essentials of Food Science written by Vickie A. Vaclavik. This book was released on 2013-12-05. Available in PDF, EPUB and Kindle. Book excerpt: The fourth edition of this classic text continues to use a multidisciplinary approach to expose the non-major food science student to the physical and chemical composition of foods. Additionally, food preparation and processing, food safety, food chemistry, and food technology applications are discussed in this single source of information. The book begins with an Introduction to Food Components, Quality and Water. Next, it addresses Carbohydrates in Food, Starches, Pectins and Gums. Grains: Cereals, Flour, Rice and Pasta, and Vegetables and Fruits follow. Proteins in Food, Meat, Poultry, Fish, and Dry Beans; Eggs and Egg Products, Milk and Milk Products as well as Fats and Oil Products, Food Emulsions and Foams are covered. Next, Sugar, Sweeteners, and Confections and a chapter on Baked Products Batters and Dough is presented. A new section entitled Aspects of Food Processing covers information on Food Preservation, Food Additives, and Food Packaging. Food Safety and Government Regulation of the Food Supply and Labeling are also discussed in this text. As appropriate, each chapter discusses the nutritive value and safety issues of the highlighted commodity. The USDA My Plate is utilized throughout the chapters. A Conclusion, Glossary and further References as well as Bibliography are included in each chapter. Appendices at the end of the book include a variety of current topics such as Biotechnology, Functional Foods, Nutraceuticals, Phytochemicals, Medical Foods, USDA Choosemyplate.gov, Food Label Health Claims, Research Chefs Association certification, Human Nutrigenomics and New Product Development.

Science Essentials, Grades 5-6

2009-03 Science
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Release : 2009-03
Genre : Science
Kind : eBook
Book Rating : 493/5 ( reviews)

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Book Synopsis Science Essentials, Grades 5-6 by : Carson-Dellosa Publishing Staff

Download or read book Science Essentials, Grades 5-6 written by Carson-Dellosa Publishing Staff. This book was released on 2009-03. Available in PDF, EPUB and Kindle. Book excerpt: Designed by leading experts in the field of science education, this hands-on science workbook provides aspiring scientists, in fifth and sixth grade, the tools they need to become actively involved with science. Science Essentials leads children through the processes of observation and experimentation, prediction and drawing conclusions. It covers all the essential science topics like the scientific method, the animal kingdom, the human body, genetics, animal and plant cells, plants, food chains and webs, environment, geology, meteorology, the solar system, elements, electricity, sound, and simple and compound machines. Step-by-step lessons and hands-on experiments are provided in an exciting and easy-to-follow way. A periodic table of the elements poster with stickers of the individual elements are included. Science Essentials is the most complete book that offers: * Challenging and motivating science investigations * Hands-on approach to science learning. * Complete directions and examples to encourage independent study. * Vivid, full-color illustrations to spark the learner's interest. * An answer key to measure student performance.

NSCA's Essentials of Sport Science

2021-02-19 Exercise
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Release : 2021-02-19
Genre : Exercise
Kind : eBook
Book Rating : 354/5 ( reviews)

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Book Synopsis NSCA's Essentials of Sport Science by : NSCA -National Strength & Conditioning Association

Download or read book NSCA's Essentials of Sport Science written by NSCA -National Strength & Conditioning Association. This book was released on 2021-02-19. Available in PDF, EPUB and Kindle. Book excerpt: NSCA's Essentials of Sport Science provides the most contemporary and comprehensive overview of the field of sport science and the role of the sport scientist. It is a primary preparation resource for the Certified Performance and Sport Scientist (CPSS) certification exam.

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