{"product_id":"9781633438682-statistics-slam-dunk","title":"Statistics Playbook","description":"\u003cmeta content=\"text\/html; charset=utf-8\" http-equiv=\"Content-Type\"\u003e\u003cp\u003e\u003cspan\u003e\u003cp\u003e\u003cstrong\u003eStatistics Slam Dunk\u003c\/strong\u003e is an action-packed book that will help you build your skills in exploratory data analysis by digging into the fascinating world of NBA games and player stats using the R language. This textbook will upgrade your R data science skills by taking on practical analysis challenges based on NBA game and player data.\u003c\/p\u003e\n\u003cbr\u003eLearn statistics by analysing professional basketball data! \u003cp\u003e\u003cstrong\u003eStatistics Slam Dunk\u003c\/strong\u003e is an action-packed book that will help you build your skills in exploratory data analysis by digging into the fascinating world of NBA games and player stats using the R language. This textbook will upgrade your R data science skills by taking on practical analysis challenges based on NBA game and player data.\u003c\/p\u003e \u003cp\u003eYou will take on the challenge of wrangling messy data to drill on the skills that will make you the star player on any data team. And just like in the real world, you will get no clean pre-packaged datasets in this book.\u003c\/p\u003e \u003cp\u003eYou will develop a toolbox of R data skills including:\u003c\/p\u003e \u003cul\u003e\n\u003cli\u003eReading and writing data\u003c\/li\u003e\n\u003cli\u003eInstalling and loading packages\u003c\/li\u003e\n\u003cli\u003eTransforming, tidying, and wrangling data\u003c\/li\u003e\n\u003cli\u003eApplying best-in-class exploratory data analysis techniques\u003c\/li\u003e\n\u003cli\u003eCreating compelling visualizations\u003c\/li\u003e\n\u003cli\u003eDeveloping supervised and unsupervised machine learning algorithms\u003c\/li\u003e\n\u003cli\u003eExecute hypothesis tests, including t-tests and chi-square tests for independence\u003c\/li\u003e\n\u003cli\u003eCompute expected values, Gini coefficients, and z-scores\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003eIs losing games on purpose a rational strategy? Which hustle statistics have an impact on wins and losses? Each chapter in this one-of-a-kind guide uses new data science techniques to reveal interesting insights like these.\u003c\/p\u003e About the technology \u003cp\u003eAmazing insights are hiding in raw data, and statistical analysis with R can help reveal them! R was built for data, and it supports modelling and statistical techniques including regression and classification models, time series forecasts, and clustering algorithms. And when you want to see your results, R's visualisations are stunning, with best-in-class plots and charts.\u003c\/p\u003e\n\u003cbr\u003e\u003cbr\u003e\u003c\/span\u003e\u003c\/p\u003e","brand":"Rarewaves","offers":[{"title":"Default Title","offer_id":55178143203702,"sku":"9781633438682","price":71.08,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0092\/7504\/8033\/files\/stand_32589009.jpg?v=1738231465","url":"https:\/\/www.rarewaves.com\/products\/9781633438682-statistics-slam-dunk","provider":"Rarewaves.com","version":"1.0","type":"link"}