The Essentials of Data Science: Knowledge Discovery Using R

The Essentials of Data Science: Knowledge Discovery Using R
Author: Graham J. Williams
Publisher: CRC Press
Total Pages: 295
Release: 2017-07-28
Genre: Business & Economics
ISBN: 1351647490

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

Science Teaching Essentials
Author: Cynthia J. Brame
Publisher: Academic Press
Total Pages: 212
Release: 2019-02-06
Genre: Science
ISBN: 0128147032

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

Science Essentials, Grades 5-6

Science Essentials, Grades 5-6
Author: Carson-Dellosa Publishing Staff
Publisher: American Education Publishing
Total Pages: 0
Release: 2009-03
Genre: Science
ISBN: 9780769660493

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.

Essentials of Food Science

Essentials of Food Science
Author: Vickie A. Vaclavik
Publisher: Springer Science & Business Media
Total Pages: 499
Release: 2013-12-05
Genre: Technology & Engineering
ISBN: 146149138X

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.

NSCA's Essentials of Sport Science

NSCA's Essentials of Sport Science
Author: NSCA -National Strength & Conditioning Association
Publisher: Human Kinetics Publishers
Total Pages: 576
Release: 2021-02-19
Genre: Exercise
ISBN: 1492593354

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.

MCAT Essentials

MCAT Essentials
Author: Daniel Roth
Publisher:
Total Pages: 210
Release: 1997-09
Genre: Medical
ISBN:

"YES I would buy MCAT Essentials...anything that minimizes wasted time and maximizes study time is essential for the test preparer."--University of Pittsburgh

Essentials of Radiologic Science

Essentials of Radiologic Science
Author: Robert Fosbinder
Publisher: Lippincott Williams & Wilkins
Total Pages: 392
Release: 2011-02-16
Genre: Medical
ISBN: 078177554X

Lippincott Williams & Wilkins is proud to introduce Essentials of Radiologic Science, the nucleus of excellence for your radiologic technology curriculum! An exciting new first edition, this core, comprehensive textbook for radiologic technology students focuses on the crucial components and minimizing extraneous content. This text will help prepare students for success on the American Registry of Radiologic Technologists Examination in Radiography and beyond into practice. Topics covered include radiation protection, equipment operation and quality control, image production and evaluation, and patient care. This is a key and crucial resource for radiologic technology programs, focusing on the most relevant information and offering tools and resources to students of multiple learning types. These include a full suite of ancillary products, a variety of pedagogical features embedded in the text, and a strong focus on the practical application of the concepts presented.

The Little Book of Black Holes

The Little Book of Black Holes
Author: Steven S. Gubser
Publisher: Princeton University Press
Total Pages: 198
Release: 2017-09-25
Genre: Science
ISBN: 1400888298

Dive into a mind-bending exploration of the physics of black holes Black holes, predicted by Albert Einstein’s general theory of relativity more than a century ago, have long intrigued scientists and the public with their bizarre and fantastical properties. Although Einstein understood that black holes were mathematical solutions to his equations, he never accepted their physical reality—a viewpoint many shared. This all changed in the 1960s and 1970s, when a deeper conceptual understanding of black holes developed just as new observations revealed the existence of quasars and X-ray binary star systems, whose mysterious properties could be explained by the presence of black holes. Black holes have since been the subject of intense research—and the physics governing how they behave and affect their surroundings is stranger and more mind-bending than any fiction. After introducing the basics of the special and general theories of relativity, this book describes black holes both as astrophysical objects and theoretical “laboratories” in which physicists can test their understanding of gravitational, quantum, and thermal physics. From Schwarzschild black holes to rotating and colliding black holes, and from gravitational radiation to Hawking radiation and information loss, Steven Gubser and Frans Pretorius use creative thought experiments and analogies to explain their subject accessibly. They also describe the decades-long quest to observe the universe in gravitational waves, which recently resulted in the LIGO observatories’ detection of the distinctive gravitational wave “chirp” of two colliding black holes—the first direct observation of black holes’ existence. The Little Book of Black Holes takes readers deep into the mysterious heart of the subject, offering rare clarity of insight into the physics that makes black holes simple yet destructive manifestations of geometric destiny.

Essentials of Soft Matter Science

Essentials of Soft Matter Science
Author: Francoise Brochard-Wyart
Publisher: CRC Press
Total Pages: 268
Release: 2019-08-02
Genre: Science
ISBN: 1498773931

Authored by world-leading physicists, this introductory textbook explores the basic principles of polymers, colloids, liquid crystals, wetting, and foams. It is a practical ‘toolbox’ for readers to acquire basic knowledge in the field and facilitate further reading and advanced courses. Undergraduate students in physics, biology, and the medical sciences will learn the basics of soft matter physics, in addition to scaling approaches in the spirit of the Nobel prize laureate in physics in 1991, Pierre-Gilles de Gennes, the inventor of soft matter physics and close collaborator to author Françoise Brochard-Wyart. Features: Accessible and compact approach Contains exercises to enhance understanding All chapters are followed by a short 1-2 page "insert chapter" which serve as illustrations with concrete examples from everyday life (e.g. the Paris Metro, a zebrafish, a gecko, duck feathers etc.)

Formative Assessment Strategies for Enhanced Learning in Science, K-8

Formative Assessment Strategies for Enhanced Learning in Science, K-8
Author: Elizabeth Hammerman
Publisher: Corwin Press
Total Pages: 145
Release: 2009
Genre: Education
ISBN: 141296296X

"Proven to be one of the most powerful tools for promoting effective learning, formative assessment enables teachers to capture evidence of student thinking and learning and use that information to adjust instruction. In this concise resource, science educator Elizabeth Hammerman clearly outlines the formative assessment process and provides practical strategies for embedding assessments into the Kئ8 standards-based science curriculum. This research-based book demonstrates how student-centered assessment helps students assume more responsibility for what they learn and how they learn. Teachers can use the various models of formative assessments to monitor student progress and evaluate learning. The author guides readers through discussions, "thought and reflection" activities, analyses of assessment techniques, and applications to classroom practice. Ideal for teachers and science and curriculum specialists, this user-friendly resource provides all the necessary tools to: assess student understanding using observation checklists, questioning strategies, notebooks, reports, graphic organizers, projects, and performance tasks; differentiate science instruction to reach all learners; use rubrics as a means of discovering student strengths and weaknesses; collect student data to inform instructional decisions. With this easy-to-implement guide, any teacher can effectively use formative assessment strategies to enhance instruction and increase student achievement in science."--Publisher's website.