Gary Sutton

This work features five core chapters revealing five common business hazards, and each lesson is accompanied by a story based on the author's grandfather'swork in the coal industry, as well as an applicable "canary warning" for eachtheme.

Avoid Business Disasters with a Coal Miner's Secrets

Corporate Canaries

Learn statistics by analyzing professional basketball data! In this action-packed book, you’ll build your skills in exploratory data analysis by digging into the fascinating world of NBA games and player stats using the R language. Statistics Slam Dunk is an engaging how-to guide for statistical analysis with R. Each chapter contains an end-to-end data science or statistics project delving into NBA data and revealing real-world sporting insights. Written by a former basketball player turned business intelligence and analytics leader, you’ll get practical experience tidying, wrangling, exploring, testing, modeling, and otherwise analyzing data with the best and latest R packages and functions. In Statistics Slam Dunk you’ll develop a toolbox of R programming skills including: Reading and writing data Installing and loading packages Transforming, tidying, and wrangling data Applying best-in-class exploratory data analysis techniques Creating compelling visualizations Developing supervised and unsupervised machine learning algorithms Executing hypothesis tests, including t-tests and chi-square tests for independence Computing expected values, Gini coefficients, z-scores, and other measures If you’re looking to switch to R from another language, or trade base R for tidyverse functions, this book is the perfect training coach. Much more than a beginner’s guide, it teaches statistics and data science methods that have tons of use cases. And just like in the real world, you’ll get no clean pre-packaged data sets in Statistics Slam Dunk. You’ll take on the challenge of wrangling messy data to drill on the skills that will make you the star player on any data team. Foreword by Thomas W. Miller. About the technology Statistics Slam Dunk is a data science manual with a difference. Each chapter is a complete, self-contained statistics or data science project for you to work through—from importing data, to wrangling it, testing it, visualizing it, and modeling it. Throughout the book, you’ll work exclusively with NBA data sets and the R language, applying best-in-class statistics techniques to reveal fun and fascinating truths about the NBA. About the book Is losing basketball games on purpose a rational strategy? Which hustle statistics have an impact on wins and losses? Does spending more on player salaries translate into a winning record? You’ll answer all these questions and more. Plus, R’s visualization capabilities shine through in the book’s 300 plots and charts, including Pareto charts, Sankey diagrams, Cleveland dot plots, and dendrograms. About the reader For readers who know basic statistics. No advanced knowledge of R—or basketball—required. About the author Gary Sutton is a former basketball player who has built and led high-performing business intelligence and analytics organizations across multiple verticals. Table of Contents 1 Getting started 2 Exploring data 3 Segmentation analysis 4 Constrained optimization 5 Regression models 6 More wrangling and visualizing data 7 T-testing and effect size testing 8 Optimal stopping 9 Chi-square testing and more effect size testing 10 Doing more with ggplot2 11 K-means clustering 12 Computing and plotting inequality 13 More with Gini coefficients and Lorenz curves 14 Intermediate and advanced modeling 15 The Lindy effect 16 Randomness versus causality 17 Collective intelligence

Statistics Slam Dunk

"If you're the CEO of a struggling business, let's hope we never meet. I'm Gary Sutton, a turnaround guy. When I arrive you leave. Results usually get better and fast."-from the Introduction to The Six-Month Fix Lessons on how to save a sick company from a top turnaround CEO One of the business world's most sought-after "trauma specialists," Gary Sutton has salvaged nearly a dozen failing businesses, including everything from printing, garbage hauling, and burglar alarm companies to aerospace, satellite communications, and software firms. In The Six-Month Fix, Sutton takes readers behind the PR curtain to give them an intimate look at the situations he faced coming into several sick companies and how he fixed what ailed them. Writing in his trademark frank, funny, no-holds-barred style, he shares his war stories and the lessons he learned about what it takes to save a faltering business. Not for the faint of heart, The Six-Month Fix offers honest, straight-from-the-hip advice for managers in training for the business fight of their lives. Gary Sutton (La Jolla, CA) sits on several private boards, is a Director of WebSense (WSBN-Nasdaq), and is the author of several books.

Gary Sutton

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