Introduction to NFL Analytics with R, Congelio, Bradley J
Автор: James, Gareth Witten, Daniela Hastie, Trevor Tibsh Название: Introduction to statistical learning ISBN: 1071614177 ISBN-13(EAN): 9781071614174 Издательство: Springer Рейтинг: Цена: 8384.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, support vector machines, clustering, deep learning, survival analysis, multiple testing, and more.
Color graphics and real-world examples are used to illustrate the methods presented. Since the goal of this textbook is to facilitate the use of these statistical learning techniques by practitioners in science, industry, and other fields, each chapter contains a tutorial on implementing the analyses and methods presented in R, an extremely popular open source statistical software platform. Two of the authors co-wrote The Elements of Statistical Learning (Hastie, Tibshirani and Friedman, 2nd edition 2009), a popular reference book for statistics and machine learning researchers.
An Introduction to Statistical Learning covers many of the same topics, but at a level accessible to a much broader audience. This book is targeted at statisticians and non-statisticians alike who wish to use cutting-edge statistical learning techniques to analyze their data. The text assumes only a previous course in linear regression and no knowledge of matrix algebra.
This Second Edition features new chapters on deep learning, survival analysis, and multiple testing, as well as expanded treatments of naive Bayes, generalized linear models, Bayesian additive regression trees, and matrix completion. R code has been updated throughout to ensure compatibility.
Автор: Haigh, John Название: Probability: A Very Short Introduction ISBN: 0199588481 ISBN-13(EAN): 9780199588480 Издательство: Oxford Academ Рейтинг: Цена: 1582.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Making good decisions under conditions of uncertainty requires an appreciation of the way random chance works. In this Very Short Introduction, John Haigh provides a brief account of probability theory; explaining the philosophical approaches, discussing probability distributions, and looking its applications in science and economics.
Автор: Chandrupatla, Tirupathi, Belegundu, Ashok Название: Introduction to finite elements in engineering ISBN: 1108841414 ISBN-13(EAN): 9781108841412 Издательство: Cambridge Academ Рейтинг: Цена: 11878.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Thoroughly updated with improved pedagogy, the fifth edition provides senior undergraduate and graduate students with a clear, comprehensive introduction to the field. Features enhanced coverage of introductory topics, over thirty additional solved problems; downloadable Matlab, Python, C, and Javascript code; and solutions for instructors.
Автор: Brunsdon Chris Название: Introduction to R for Spatial Analysis and Mapping ISBN: 1526428504 ISBN-13(EAN): 9781526428509 Издательство: Sage Publications Рейтинг: Цена: 7126.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This is a new edition of the accessible and student-friendly `how to` for anyone using R for the first time, for use in spatial statistical analysis, geocomputation and digital mapping.
Автор: Chris Brunsdon, Lex Comber Название: An Introduction to R for Spatial Analysis and Mapping ISBN: 1526428490 ISBN-13(EAN): 9781526428493 Издательство: Sage Publications Рейтинг: Цена: 19800.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This is a new edition of the accessible and student-friendly `how to` for anyone using R for the first time, for use in spatial statistical analysis, geocomputation and digital mapping.
Автор: Levine, E. S. Название: Applying analytics ISBN: 0367379864 ISBN-13(EAN): 9780367379865 Издательство: Taylor&Francis Рейтинг: Цена: 9798.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
Newcomers to quantitative analysis need practical guidance on how to analyze data in the real world yet most introductory books focus on lengthy derivations and justifications instead of practical techniques. Covering the technical and professional skills needed by analysts in the academic, private, and public sectors, Applying Analytics: A Practical Introduction systematically teaches novices how to apply algorithms to real data and how to recognize potential pitfalls. It offers one of the first textbooks for the emerging first course in analytics.
The text concentrates on the interpretation, strengths, and weaknesses of analytical techniques, along with challenges encountered by analysts in their daily work. The author shares various lessons learned from applying analytics in the real world. He supplements the technical material with coverage of professional skills traditionally learned through experience, such as project management, analytic communication, and using analysis to inform decisions. Example data sets used in the text are available for download online so that readers can test their own analytic routines.
Suitable for beginning analysts in the sciences, business, engineering, and government, this book provides an accessible, example-driven introduction to the emerging field of analytics. It shows how to interpret data and identify trends across a range of fields.
Автор: Perros Harry G. Название: An Introduction to Iot Analytics ISBN: 0367687828 ISBN-13(EAN): 9780367687823 Издательство: Taylor&Francis Рейтинг: Цена: 18374.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book covers techniques that can be used to analyze data from IoT sensors and also addresses questions regarding the performance of an IoT system. It strikes a balance between practice and theory so that one can learn how to apply these tools in practice with a good understanding of their inner workings.
Автор: Holstein James A., Jones Richard S., Koonce George Название: Is There Life After Football?: Surviving the NFL ISBN: 147986286X ISBN-13(EAN): 9781479862863 Издательство: Wiley EDC Рейтинг: Цена: 12698.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
2016 Best Book Award, North American Society for the Sociology of Sport A human face on the realities of professional football, from the challenges players face after leaving the NFL to the factors that can enable them to continue to find success Is There Life After Football? draws upon the experiences of hundreds of former players as they describe their lives playing the sport and after their football days are over. The “bubble”-like conditions of privilege that NFL players experience while playing, often leave players unprepared for the real world once they retire and must manage their own lives. The book also reveals the difficulties affecting former NFL players in retirement: social isolation, financial concerns, inadequate career planning, psychological challenges, and physical injuries. From players who make reckless and unsustainable financial investments during their very few high-earning years, to players who struggle to form personal and professional relationships outside of football, the stories in the book put a very human face on the realities of professional football. George Koonce Jr., a former NFL player himself, weaves in his own story throughout, explaining the challenges he encountered and decisions that helped him succeed after leaving the sport. Ultimately, Is There Life After Football? concludes that, despite the challenges players face, it is possible for players to find success after leaving the NFL if they have the right support, education, and awareness of what might await them.
Автор: Congelio, Bradley J Название: Introduction to NFL Analytics with R ISBN: 1032427957 ISBN-13(EAN): 9781032427959 Издательство: Taylor&Francis Рейтинг: Цена: 22968.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Letter Jam is a 2-6 player cooperative word game where players assist each other in composing meaningful words from letters around the table. The trick is holding the letter card so that it`s only visible to other players and not to you.At the start of the game, each player receives a set of face-down letter cards that can be arranged to form an existing word. The setup can be prepared by using a special card scanning app, or by players selecting words for each other. Each player then puts their first card in their stand facing the other players without looking at it, and the game begins.The game is played in turns. Each turn, players simultaneously search other players` letters to see what words they can spell out (telling the others the length of the word they can make up). The player who offers the longest word can then be chosen as the clue giver.The clue giver spells out their clue by putting numbered tokens in front of the other players. Number one goes to the player whose letter comes first in the clue, number two to the second letter etc. They can always use a wild card which can be any letter, but they cannot tell others which letter it represents.Each player with a numbered token (or tokens) in front of them then tries to figure out what their letter is. If they do, they place the card face down before revealing the next letter. At the end of the game, players can then rearrange the cards to try to form an existing word. All players then reveal their cards to see if they were successful or not. The more players who have an existing word in front of them, the bigger their common success.
Автор: Wang, Lily (iowa State University, Ames, Usa) Название: Data science for infectious disease data analytics ISBN: 1032187425 ISBN-13(EAN): 9781032187426 Издательство: Taylor&Francis Рейтинг: Цена: 11482.00 р. Наличие на складе: Поставка под заказ.
Описание: With a quick start guide to epidemiological data visualization and analysis in R, this book spans the gulf between academia and practices providing many lively, instructive data analysis examples using the most up-to-date data, such as the newly discovered COVID-19.
Автор: Beggs, Clive Название: Soccer Analytics: An Introduction Using R ISBN: 1032357584 ISBN-13(EAN): 9781032357584 Издательство: Taylor&Francis Рейтинг: Цена: 8114.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
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