Download PDF Sports Analytics and Data Science Winning the Game with Methods and Models (FT Press Analytics)

[Download Ebook.6xrt] Sports Analytics and Data Science Winning the Game with Methods and Models (FT Press Analytics)

[Download Ebook.6xrt] Sports Analytics and Data Science Winning the Game with Methods and Models (FT Press Analytics)

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TO BUILD WINNING TEAMS AND SUCCESSFUL SPORTS BUSINESSES, GUIDE YOUR DECISIONS WITH DATA This up-to-the-minute reference will help you master all three facets of sports analytics and use it to win! Sports Analytics and Data Science is the most accessible and practical guide to sports analytics for everyone who cares about winning and everyone who is interested in data science. Youll discover how successful sports analytics blends business and sports savvy, modern information technology, and sophisticated modeling techniques. Youll master the discipline through realistic sports vignettes and intuitive data visualizationsnot complex math. Thomas W. Miller, leader of Northwestern Universitys pioneering program in predictive analytics, guides you through defining problems, identifying data, crafting and optimizing models, writing effective R and Python code, interpreting your results, and more. Every chapter focuses on one key sports analytics application. Miller guides you through assessing players and teams, predicting scores and making game-day decisions, crafting brands and marketing messages, increasing revenue and profitability, and much more. Step by step, youll learn how analysts transform raw data and analytical models into wins: both on the field and in any sports business. Whether youre a team executive, coach, fan, fantasy player, or data scientist, this guide will be a powerful source of competitive advantage in any sport, by any measure. All data sets, extensive R and Python code, and additional examples available for download at http://www.ftpress.com/miller/ This exceptionally complete and practical guide to sports data science and modeling teaches through realistic examples from sports industry economics, marketing, management, performance measurement, and competitive analysis. Thomas W. Miller, faculty director of Northwestern Universitys pioneering Predictive Analytics program, shows how to use advanced measures of individual and team performance to judge the competitive position of both individual athletes and teams, and to make more accurate predictions about their future performance. Millers modeling techniques draw on methods from economics, accounting, finance, classical and Bayesian statistics, machine learning, simulation, and mathematical programming. Miller illustrates them through realistic case studies, with fully worked examples in both R and Python. Sports Analytics and Data Science will be an invaluable resource for everyone who wants to seriously investigate and more accurately predict player, team, and sports business performance, including students, teachers, sports analysts, sports fans, trainers, coaches, and team and sports business managers. It will also be valuable to all students of analytics and data science who want to build their skills through familiar and accessible sports applications Gain powerful, actionable insights for: Online Press Release Distribution Service PRWeb Determine the value of your press releases with PRWebs latest tip sheet and find out how to establish goals track results and prove success Find the Best Job for You With This Entertaining Brain iOS: If youre looking for a new job you can probably use all the help you can get Job seekers heres a fun app that can support your search Advertisement Archives - Phillycom Archives and past articles from the Philadelphia Inquirer Philadelphia Daily News and Phillycom Prep Cook: Waffle Iron Hash Browns Black Bean Taquitos Welcome back to Prep Cook where we test out a weeks worth of recipes so you only eat the most delicious ones! Just in time for your weekend grocery run we have AXScom - Official Tickets and Your Source for Live AXScom brings you inside access to tickets artist news and exclusive stories on concerts tours sports teams family events arts theater and festivals Techmeme Blog tracking other technology blogs April the Giraffe Has Officially Given Birth - Gizmodo In case you missed it the moment of birth is embedded below along with the livestream Theres still more to come The calf is already attempting to stand up and Artificial Intelligence Could Prevent the Next Video Game Now a research team from the University of Edinburgh has developed a new way to animate game characters using neural net computing which could help developers make Hyde Park Group : Food Innovation A Strategic Culinary Hyde Park Group showed us unparalleled partnership and innovation while working with both our Marketing and Culinary teams They took the time to learn about our Today's Stock Market News and Analysis - Nasdaqcom Please note that once you make your selection it will apply to all future visits to NASDAQcom If at any time you are interested in reverting to our default
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