Periodization 6th Edition

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Periodization

Author : Tudor O. Bompa
Publisher : Human Kinetics
ISBN 13 : 1492582816
Total Pages : 614 pages
Book Rating : 4.4/5 (925 download)

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Book Synopsis Periodization by : Tudor O. Bompa

Download or read book Periodization written by Tudor O. Bompa and published by Human Kinetics. This book was released on 2018-04-24 with total page 614 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to train for maximum gains with Periodization: Theory and Methodology of Training. Guided by the expertise of Tudor O. Bompa, the pioneer of periodization training, and leading periodization researcher G. Gregory Haff, you’ll learn how to vary the intensity and volume of training to optimize the body’s ability to recover and rebuild—resulting in better performance and less risk of injury. Translated into nine languages, Periodization: Theory and Methodology of Training has become one of the major resources on periodization for sport scientists, coaches, and athletes throughout the world. Since the introduction of this groundbreaking training theory by Tudor O. Bompa in 1963, periodization has become the basis of every serious athlete’s training. Now in its fifth edition, Bompa’s classic text combines the concepts central to periodization and training theory with contemporary advances in sport science, physiology, and coaching. No other text discusses planning and periodization in such detail or with so many specific, practical examples from a variety of sports. With the fifth edition of Periodization, you can learn the principles, objectives, and components of a successful long-term training program and how to plan the right program to achieve your performance goals. Periodization also contains proven strategies for optimal peaking and specifics on training for better motor ability, working capacity, skill effectiveness, and psychological adaptability. Better organized and easier to read, the fifth edition of this definitive text presents the latest refinements to periodization theory: • New research on rest and restoration, specifically countermeasures used in facilitating recovery plus practical suggestions for implementation • How the use of sequential training and delayed training effects can produce optimal performance at major competitions • A comprehensive discussion, grounded in scientific data, on applying various methods of peaking to ensure optimal performance for competition • New information on how concepts such as conjugated sequencing and summated microcycle structures can maximize strength gains and direct training • Expanded information on the development of sport performance characteristics, including speed training and sport-specific endurance Chapter summaries will help you review and reference major concepts throughout the text. Plan and document each training program with ease using the duplication-ready annual and four-year training plan charts included in the appendix. When it comes to designing programs for optimal training, Tudor Bompa’s expertise is unmatched. The fifth edition of Periodization: Theory and Methodology of Training presents the latest refinements to Bompa’s periodization theory to help you create training programs that enhance sport skills and ensure peak performance.

Periodization Training for Sports

Author : Tudor O. Bompa
Publisher : Human Kinetics
ISBN 13 : 1492584991
Total Pages : 368 pages
Book Rating : 4.4/5 (925 download)

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Book Synopsis Periodization Training for Sports by : Tudor O. Bompa

Download or read book Periodization Training for Sports written by Tudor O. Bompa and published by Human Kinetics. This book was released on 2015-02-17 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sport conditioning has advanced tremendously since the era when a “no pain, no gain” philosophy guided the training regimens of athletes. Dr. Tudor Bompa pioneered most of these breakthroughs, proving long ago that it's not only how much and how hard an athlete works but also when and what work is done that determine an athlete's conditioning level. Periodization Training for Sports goes beyond the simple application of bodybuilding or powerlifting programs to build strength in athletes. In this new edition of Periodization Training for Sports, Bompa teams with strength and conditioning expert Carlo Buzzichelli to demonstrate how to use periodized workouts to peak at optimal times by manipulating strength training variables through six training phases (anatomical adaptation, hypertrophy, maximum strength, conversion to specific strength, maintenance, and tapering) and integrating them with energy system training and nutrition strategies. Coaches and athletes in 35 sports have at their fingertips a proven program that is sure to produce the best results. No more guessing about preseason conditioning, in-season workloads, or rest and recovery periods; now it's simply a matter of identifying and implementing the information in this book. Presented with plenty of ready-made training schedules, Periodization Training for Sports is your best conditioning planner if you want to know what works, why it works, and when it works in the training room and on the practice field. Get in better shape next season and reap the benefits of smarter workouts in competition. Own what will be considered the bible of strength training for sport of the next decade.

Periodization of Strength Training for Sports

Author : Tudor Bompa
Publisher : Human Kinetics Publishers
ISBN 13 : 171820308X
Total Pages : 321 pages
Book Rating : 4.7/5 (182 download)

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Book Synopsis Periodization of Strength Training for Sports by : Tudor Bompa

Download or read book Periodization of Strength Training for Sports written by Tudor Bompa and published by Human Kinetics Publishers. This book was released on 2021 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: Periodization of Strength Training for Sports demonstrates how to use periodized workouts to peak at optimal times by manipulating strength training variables through six training phases--anatomical adaptation, hypertrophy, maximum strength, conversion to specific strength, maintenance, and peaking.

Periodization-6th Edition

Author : Bompa, Tudor O.
Publisher : Human Kinetics
ISBN 13 : 1492544809
Total Pages : 392 pages
Book Rating : 4.4/5 (925 download)

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Book Synopsis Periodization-6th Edition by : Bompa, Tudor O.

Download or read book Periodization-6th Edition written by Bompa, Tudor O. and published by Human Kinetics. This book was released on 2018-01-05 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: Tudor O. Bompa, the pioneer of periodization training, and Carlo A. Buzzichelli, one of the world’s foremost experts on training methods, use scientific support and their expertise to teach you how to maximize training gains with periodization.

Essentials of Strength Training and Conditioning

Author : NSCA -National Strength & Conditioning Association
Publisher : Human Kinetics
ISBN 13 : 1718210876
Total Pages : 1720 pages
Book Rating : 4.7/5 (182 download)

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Book Synopsis Essentials of Strength Training and Conditioning by : NSCA -National Strength & Conditioning Association

Download or read book Essentials of Strength Training and Conditioning written by NSCA -National Strength & Conditioning Association and published by Human Kinetics. This book was released on 2021-06-01 with total page 1720 pages. Available in PDF, EPUB and Kindle. Book excerpt: Developed by the National Strength and Conditioning Association (NSCA) and now in its fourth edition, Essentials of Strength Training and Conditioning is the essential text for strength and conditioning professionals and students. This comprehensive resource, created by 30 expert contributors in the field, explains the key theories, concepts, and scientific principles of strength training and conditioning as well as their direct application to athletic competition and performance. The scope and content of Essentials of Strength Training and Conditioning, Fourth Edition With HKPropel Access, have been updated to convey the knowledge, skills, and abilities required of a strength and conditioning professional and to address the latest information found on the Certified Strength and Conditioning Specialist (CSCS) exam. The evidence-based approach and unbeatable accuracy of the text make it the primary resource to rely on for CSCS exam preparation. The text is organized to lead readers from theory to program design and practical strategies for administration and management of strength and conditioning facilities. The fourth edition contains the most current research and applications and several new features: Online videos featuring 21 resistance training exercises demonstrate proper exercise form for classroom and practical use. Updated research—specifically in the areas of high-intensity interval training, overtraining, agility and change of direction, nutrition for health and performance, and periodization—helps readers better understand these popular trends in the industry. A new chapter with instructions and photos presents techniques for exercises using alternative modes and nontraditional implements. Ten additional tests, including those for maximum strength, power, and aerobic capacity, along with new flexibility exercises, resistance training exercises, plyometric exercises, and speed and agility drills help professionals design programs that reflect current guidelines. Key points, chapter objectives, and learning aids including key terms and self-study questions provide a structure to help students and professionals conceptualize the information and reinforce fundamental facts. Application sidebars provide practical application of scientific concepts that can be used by strength and conditioning specialists in real-world settings, making the information immediately relatable and usable. Online learning tools delivered through HKPropel provide students with 11 downloadable lab activities for practice and retention of information. Further, both students and professionals will benefit from the online videos of 21 foundational exercises that provide visual instruction and reinforce proper technique. Essentials of Strength Training and Conditioning, Fourth Edition, provides the most comprehensive information on organization and administration of facilities, testing and evaluation, exercise techniques, training adaptations, program design, and structure and function of body systems. Its scope, precision, and dependability make it the essential preparation text for the CSCS exam as well as a definitive reference for strength and conditioning professionals to consult in their everyday practice. Note: A code for accessing HKPropel is not included with this ebook but may be purchased separately.

Block Periodization

Author : Vladimir Issurin
Publisher :
ISBN 13 :
Total Pages : 234 pages
Book Rating : 4.0/5 ( download)

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Book Synopsis Block Periodization by : Vladimir Issurin

Download or read book Block Periodization written by Vladimir Issurin and published by . This book was released on 2008 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of this book is to introduce Block Periodization of sport training as a general concept and as the basis for a revamped training system.

Principles and Practice of Resistance Training

Author : Michael H. Stone
Publisher : Human Kinetics
ISBN 13 : 9780880117067
Total Pages : 388 pages
Book Rating : 4.1/5 (17 download)

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Book Synopsis Principles and Practice of Resistance Training by : Michael H. Stone

Download or read book Principles and Practice of Resistance Training written by Michael H. Stone and published by Human Kinetics. This book was released on 2007 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: Aimed at strength and conditioning specialists, health and fitness professionals, personal trainers and exercise scientists, this research-based book details the physiological and biomechanical aspects of designing resistance training programmes for improved power, strength and performance in athletes.

Periodization in Rugby

Author : Tudor Bompa
Publisher : Meyer & Meyer Verlag
ISBN 13 : 1841262536
Total Pages : 226 pages
Book Rating : 4.8/5 (412 download)

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Book Synopsis Periodization in Rugby by : Tudor Bompa

Download or read book Periodization in Rugby written by Tudor Bompa and published by Meyer & Meyer Verlag. This book was released on 2015-07-31 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: RUGBY FOOTBALL. Rugby, as with most other team sports, is a game of technical finesse, tactical boldness, and refined and complex physical development. "Periodization in Rugby" addresses one of the most crucial elements of the sport - physical conditioning.Utilizing the revolutionary training techniques developed by Tudor Bompa - the father of modern sports periodization - this superb volume presents readers with proven training principles, an overview of the fundamentals of rugby, and an explanation of the physiological demands of the sport and how they impact on training. It also features short term and annual training plans, with numerous drills and exercises to improve the skills of all players, as well as expert tips on recovery and nutrition.

Supertraining

Author : Yuri Verkhoshansky
Publisher : Verkhoshansky.com
ISBN 13 : 9788890403811
Total Pages : 590 pages
Book Rating : 4.4/5 (38 download)

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Book Synopsis Supertraining by : Yuri Verkhoshansky

Download or read book Supertraining written by Yuri Verkhoshansky and published by Verkhoshansky.com. This book was released on 2009 with total page 590 pages. Available in PDF, EPUB and Kindle. Book excerpt: The shock method * The development of adaptation process during the long term sport activity * The "compensatory adaptation" * Current Adaptive Reserve of the human organism * The strategy to manage the adaptation in the training process * The specificity of protein synthesis in the adaptation process * The structural reconstructions during the adaptation process and the phenomenon of Supercompensation * Heterochronism of adaptive reconstructions * The function efficiency in a high - adapted organism * The optimal regime of adaptation * The phenomenon of immune defence decrease * The general schema of adaptation process during the sport activity * The practical aspects of the Adaptation Theory * The future developments of the use of Adaptation Theory in sport This book is a must have for any athlete or coach. Every topic is covered in almost 600 pages. * Strength and the muscular system * Philosophy of physical training * The muscle complex * Adaptation and the training effect * Sport specific strength training * Factors influencing strength production * The means of special strength training * The methods of special strength training * Organization of training * Strength training methods * Designing sports specific strength programs * Restoration and stress management * Combination of resistance methods * The use of testing * Overtraining * PNF as a training system * Models for structuring the annual training * Preparedness and the training load * Periodisation as a form of organization * Plyometric

Integrated Periodization in Sports Training & Athletic Development

Author : Tudor Bompa
Publisher : Meyer & Meyer Media
ISBN 13 : 9781782551416
Total Pages : 224 pages
Book Rating : 4.5/5 (514 download)

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Book Synopsis Integrated Periodization in Sports Training & Athletic Development by : Tudor Bompa

Download or read book Integrated Periodization in Sports Training & Athletic Development written by Tudor Bompa and published by Meyer & Meyer Media. This book was released on 2019-04 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: Integrated Periodization in Sports Training & Athletic Development considers the large problem of training specialists working in isolation and builds a case for integrated periodization as conceived by Tudor Bompa. The book begins by defining periodization as a specific theory and methodology, historically detailing how the term was formally derived, differentiating it from the current view of periodization as a Russian concept. Next, the authors clarify some common misconceptions of periodization by integrating evidence-based practice with emphasis on sports nutrition, psychological preparation, and training methodology. The book explores sport-specific applications of integrated periodization, development of biomotor abilities, and long-term planning. A novel paradigm for viewing adaptation is introduced, moving past homeostasis to include allostasis, and one approach (Maximum Recoverable Volume) is detailed that may be used to more effectively manage fatigue. Finally, the book includes a chapter on tapering strategies to peak athletes for competition using an integrated approach.

Advanced Sports Nutrition

Author : Dan Benardot
Publisher : Human Kinetics
ISBN 13 : 1492581984
Total Pages : 609 pages
Book Rating : 4.4/5 (925 download)

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Book Synopsis Advanced Sports Nutrition by : Dan Benardot

Download or read book Advanced Sports Nutrition written by Dan Benardot and published by Human Kinetics. This book was released on 2011-12-27 with total page 609 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advanced Sports Nutrition helped thousands of athletes apply the most effective and cutting-edge strategies for optimal fueling and performance. Now this best-seller returns, updated with the latest research, topics, and innovations in sports nutrition. Far beyond the typical food pyramid formula, Advanced Sports Nutrition offers serious strategies for serious athletes. This comprehensive guide includes the latest nutrition concepts for athletes in any sport. World-renowned sports nutritionist Dr. Dan Benardot breaks down the chemistry of improved performance into winning principles that ensure athletes’ key energy systems are properly stocked at all times: -Meal, energy, and nutrient timing guidelines to maintain that crucial energy balance throughout the day -Optimal ratios and quantities of nutrients, vitamins, and minerals for any sport -Guidelines on indentifying and maintaining optimal body composition for maximal power, strength, and athletic performance -The latest research on ergogenic aids, such as quercitin and caffeine -Strategies for avoiding gastrointestinal distress during activity and reducing exercise-induced inflammation -The effects of travel, high altitude, and age on nutrition needs and performance -Strategies for balancing fluid and electrolytes to avoid dehydration and hyperhydration -Sport-specific guidelines for increased power, strength, and endurance The best conditioning programs and technical instruction are beneficial only if your body is properly fueled and ready to operate at peak efficiency. With Advanced Sports Nutrition, Second Edition, you can be assured that when you are ready to push the limits of training and competition, your body is, too.

Modernism on the Nile

Author : Alex Dika Seggerman
Publisher : UNC Press Books
ISBN 13 : 1469653052
Total Pages : 292 pages
Book Rating : 4.4/5 (696 download)

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Book Synopsis Modernism on the Nile by : Alex Dika Seggerman

Download or read book Modernism on the Nile written by Alex Dika Seggerman and published by UNC Press Books. This book was released on 2019-08-13 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analyzing the modernist art movement that arose in Cairo and Alexandria from the late nineteenth century through the 1960s, Alex Dika Seggerman reveals how the visual arts were part of a multifaceted transnational modernism. While the work of diverse, major Egyptian artists during this era may have appeared to be secular, she argues, it reflected the subtle but essential inflection of Islam, as a faith, history, and lived experience, in the overarching development of Middle Eastern modernity. Challenging typical views of modernism in art history as solely Euro-American, and expanding the conventional periodization of Islamic art history, Seggerman theorizes a "constellational modernism" for the emerging field of global modernism. Rather than seeing modernism in a generalized, hyperconnected network, she finds that art and artists circulated in distinct constellations that encompassed finite local and transnational relations. Such constellations, which could engage visual systems both along and beyond the Nile, from Los Angeles to Delhi, were materialized in visual culture that ranged from oil paintings and sculpture to photography and prints. Based on extensive research in Egypt, Europe, and the United States, this richly illustrated book poses a compelling argument for the importance of Muslim networks to global modernism.

Periodization Breakthrough!

Author : Steven J. Fleck
Publisher :
ISBN 13 : 9781889462004
Total Pages : 0 pages
Book Rating : 4.4/5 (62 download)

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Book Synopsis Periodization Breakthrough! by : Steven J. Fleck

Download or read book Periodization Breakthrough! written by Steven J. Fleck and published by . This book was released on 1996 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Describes often-overlooked principles of strength training, for athletes, coaches, trainers, and fitness enthusiasts. Shows how to divide long-term training programs into manageable intervals, how to avoid overtraining, and how to develop a sport-specific periodization training program. Comes with many examples of training programs for strength and power sports, for basketball, and for general fitness. Includes a glossary. Annotation copyrighted by Book News, Inc., Portland, OR

Laboratory Manual for Exercise Physiology

Author : G. Gregory Haff
Publisher : Human Kinetics
ISBN 13 : 1718210930
Total Pages : 450 pages
Book Rating : 4.7/5 (182 download)

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Book Synopsis Laboratory Manual for Exercise Physiology by : G. Gregory Haff

Download or read book Laboratory Manual for Exercise Physiology written by G. Gregory Haff and published by Human Kinetics. This book was released on 2021-06 with total page 450 pages. Available in PDF, EPUB and Kindle. Book excerpt: Laboratory Manual for Exercise Physiology, Second Edition With HKPropel Access, provides guided opportunities for students to translate their scientific understanding of exercise physiology into practical applications in a variety of settings. Written by experts G. Gregory Haff and Charles Dumke, the text builds upon the success of the first edition with full-color images and the addition of several new online interactive lab activities . The revitalized second edition comprises 16 laboratory chapters that offer a total of 49 lab activities. Each laboratory chapter provides a complete lesson, including objectives, definitions of key terms, and background information that sets the stage for learning. Each lab activity supplies step-by-step procedures, providing guidance for those new to lab settings so that they may complete the procedures. New features and updates in this edition include the following: Related online learning tools delivered through HKPropel that contain 10 interactive lab activities with video to enhance student learning and simulate the experience of performing the labs in the real world A completely new laboratory chapter on high-intensity fitness training that includes several popular intermittent fitness tests that students can learn to perform and interpret An appendix that helps estimate the oxygen cost of walking, running, and cycling New research and information pertaining to each laboratory topic A lab activity finder that makes it easy to locate specific tests In addition to the interactive lab activities, which are assignable and trackable by instructors, HKPropel also offers students electronic versions of individual and group data sheets of standards and norms, question sets to help students better understand laboratory concepts, and case studies with answers to further facilitate real-world application. Chapter quizzes (assessments) that are automatically graded may also be assigned by instructors to test comprehension of critical concepts. Organized in a logical progression, the text builds upon the knowledge students acquire as they advance. Furthermore, the text provides multiple lab activities and includes an equipment list at the beginning of each activity, allowing instructors flexibility in choosing the lab activities that will best work in their facility. Laboratory Manual for Exercise Physiology, Second Edition With HKPropel Access, exposes students to a broad expanse of tests that are typically performed in an exercise physiology lab and that can be applied to a variety of professional settings. As such, the text serves as a high-quality resource for basic laboratory testing procedures used in assessing human performance, health, and wellness. Note: A code for accessing HKPropel is not included with this ebook but may be purchased separately.

NSCA's Guide to Program Design

Author : NSCA -National Strength & Conditioning Association
Publisher : Human Kinetics
ISBN 13 : 1492582778
Total Pages : 563 pages
Book Rating : 4.4/5 (925 download)

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Book Synopsis NSCA's Guide to Program Design by : NSCA -National Strength & Conditioning Association

Download or read book NSCA's Guide to Program Design written by NSCA -National Strength & Conditioning Association and published by Human Kinetics. This book was released on 2011-12-05 with total page 563 pages. Available in PDF, EPUB and Kindle. Book excerpt: NSCA's Guide to Program Design offers the most current information, guidance, and protocols from respected scientists and practitioners with expertise in strength and conditioning program design. Developed by the National Strength and Conditioning Association (NSCA), this text offers strength and conditioning professionals a scientific basis for developing training programs for specific athletes at specific times of year. Straightforward and accessible, NSCA’s Guide to Program Design presents a detailed examination of considerations and challenges in developing a program for each key fitness component and fitness performance goal. Editor Jay Hoffman and his team of contributors have assembled an exceptional reference for practicing professionals and a valuable educational resource for new professionals and students preparing for certification. This authoritative text moves beyond the simple template presentation of program design to help readers grasp the reasons and procedures for sequencing training in a safe, sport-specific manner. The text offers 20 tables that are sample workouts or training plans for athletes in a variety of sports, technique photos and instructions for select drills, and a sample annual training plan that shows how to assemble all the pieces previously presented. Plus, extensive references offer starting points for continued study and professional enrichment. NSCA’s Guide to Program Design progresses sequentially through the program design process. It begins by examining the athlete needs assessment process as well as performance testing considerations and selection. Next, performance-related information on both dynamic warm-up and static stretching is discussed and dynamic warm-up protocols and exercises are presented. Then it reveals an in-depth by-chapter look at program design for resistance, power, anaerobic, endurance, agility, speed, and balance and stability training. For each, considerations and adaptations are examined, strategies and methods are discussed, and evidence-based information on program development is presented. The final two chapters help you put it all together with a discussion of training integration, periodization, and implementation. In addition, a sample annual training plan illustrates how to integrate each of the key fitness components into a cohesive yearlong program. As a bonus, a sample annual training plan is provided on our website so you can create your own training plans. The fitness, safety, and performance of athletes reflect the importance of continued education in the science of strength and conditioning. NSCA’s Guide to Program Design helps bridge the gap between scientist and practitioner by providing coaches and other strength and conditioning professionals with evidence-based information and applications. Sharing the latest in proven research, NSCA’s Guide to Program Design helps readers remain on the cutting edge of athletic performance. NSCA’s Guide to Program Design is part of the Science of Strength and Conditioning series. Developed with the expertise of the National Strength and Conditioning Association (NSCA), this series of texts provides the guidelines for converting scientific research into practical application. The series covers topics such as tests and assessments, program design, and nutrition. Earn continuing education credits/units! A continuing education course and exam that uses this book is also available. It may be purchased separately or as part of a package that includes all the course materials and exam.

21st-Century Narratives of World History

Author : R. Charles Weller
Publisher : Springer
ISBN 13 : 3319620789
Total Pages : 412 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis 21st-Century Narratives of World History by : R. Charles Weller

Download or read book 21st-Century Narratives of World History written by R. Charles Weller and published by Springer. This book was released on 2017-11-06 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book makes a unique and timely contribution to world/global historical studies and related fields. It places essential world historical frameworks by top scholars in the field today in clear, direct relation to and conversation with one other, offering them opportunity to enrich, elucidate and, at times, challenge one another. It thereby aims to: (1) offer world historians opportunity to critically reflect upon and refine their essential interpretational frameworks, (2) facilitate more effective and nuanced teaching and learning in and beyond the classroom, (3) provide accessible world historical contexts for specialized areas of historical as well as other fields of research in the humanities, social sciences and sciences, and (4) promote comparative historiographical critique which (a) helps identify continuing research questions for the field of world history in particular, as well as (b) further global peace and dialogue in relation to varying views of our ever-increasingly interconnected, interdependent, multicultural, and globalized world and its shared though diverse and sometimes contested history.

Practical Statistics for Data Scientists

Author : Peter Bruce
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491952911
Total Pages : 395 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Practical Statistics for Data Scientists by : Peter Bruce

Download or read book Practical Statistics for Data Scientists written by Peter Bruce and published by "O'Reilly Media, Inc.". This book was released on 2017-05-10 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical methods are a key part of of data science, yet very few data scientists have any formal statistics training. Courses and books on basic statistics rarely cover the topic from a data science perspective. This practical guide explains how to apply various statistical methods to data science, tells you how to avoid their misuse, and gives you advice on what's important and what's not. Many data science resources incorporate statistical methods but lack a deeper statistical perspective. If you’re familiar with the R programming language, and have some exposure to statistics, this quick reference bridges the gap in an accessible, readable format. With this book, you’ll learn: Why exploratory data analysis is a key preliminary step in data science How random sampling can reduce bias and yield a higher quality dataset, even with big data How the principles of experimental design yield definitive answers to questions How to use regression to estimate outcomes and detect anomalies Key classification techniques for predicting which categories a record belongs to Statistical machine learning methods that “learn” from data Unsupervised learning methods for extracting meaning from unlabeled data