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Moneyball and Beyond

Курс от University of Michigan
Средний≈ 28.7 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

The book Moneyball triggered a revolution in the analysis of performance statistics in professional sports, by showing that data analytics could be used to increase team winning percentage. This course shows how to program data using Python to test the claims that lie behind the Moneyball story, and to examine the evolution of Moneyball statistics since the book was published. The learner is led through the process of calculating baseball performance statistics from publicly available datasets. The course progresses from the analysis of on base percentage and slugging percentage to more advanced measures derived using the run expectancy matrix, such as wins above replacement (WAR). By the end of this course the learner will be able to use these statistics to conduct their own team and player analyses.

Навыки, которые вы освоите

Data AnalysisStatistical AnalysisStatisticsProbability & StatisticsStatistical MethodsData ManipulationDescriptive AnalyticsPeople AnalyticsBusiness MetricsAnalyticsAdvanced AnalyticsPython ProgrammingStatistical Programming

Программа курса

5 модулей · 95 учебных материалов

01Week 120 материалов

Week 1: Lecture Videos

Course SyllabusЧтениеHelp Us Learn More About YouЧтениеIntroduction to MoneyballВидеоReproducing Table 1 of Hakes and Sauer - Part 1Видео

Учитесь у экспертов

Stefan Szymanski

Professor Emeritus of Sport Management

Moneyball and Beyond
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Обучение на Coursera

≈ 28.7 ч

5 модулей

Язык: Английский

Субтитры: Арабский, Французский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Нидерландский, Корейский, Немецкий, Русский, Тайский, Индонезийский, Шведский, Турецкий, Испанский, Хинди, Японский, Казахский, Польский

Часть программы вашего университета
Reproducing Table 1 of Hakes and Sauer - Part 2Видео
Reproducing Table 1 of Hakes and Sauer- Part 3Видео
Reproducing Table 1 of Hakes and Sauer - Part 4Видео

Week 1: Lecture Notebooks

Lecture - H&S TableЛабораторная

Week 1: Assignment

Week 1 - Assignment OverviewЧтениеAssignment 1 WorkspaceЛабораторнаяAssignment - Part 1ЧтениеWeek 1 - Quiz 1ЗаданиеSample Notebook - Part 1ЧтениеAssignment - Part 2ЧтениеWeek 1 - Quiz 2ЗаданиеSample Notebook - Part 2ЧтениеAssignment - Part 3ЧтениеWeek 1 - Quiz 3ЗаданиеSample Notebook - Full SampleЧтение

Week 1: R Content

Week 1 R ContentЧтение
02Week 219 материалов

Week 2: Lecture Videos

Reproducing Table 3 of Hakes and Sauer- Part 1ВидеоReproducing Table 3 of Hakes and Sauer- Part 2ВидеоReproducing Table 3 of Hakes and Sauer- Part 3ВидеоReproducing Table 3 of Hakes and Sauer- Part 4ВидеоReproducing Table 3 of Hakes and Sauer- Part 5ВидеоReproducing Table 3 of Hakes and Sauer- Part 6Видео

Week 2: Lecture Notebooks

Lecture - Moneyball Table 3Лабораторная

Week 2: Assignment

Moneyball Week 2 - Assignment OverviewЧтениеAssignment 2 WorkspaceЛабораторнаяAssignment - Part 1ЧтениеWeek 2 - Quiz 1ЗаданиеSample Notebook - Part 1ЧтениеAssignment - Part 2ЧтениеWeek 2 - Quiz 2

Week 2: R Content

Week 2 R ContentЧтение
03Week 320 материалов

Week 3: Lecture Videos

Moneyball update Part 1ВидеоMoneyball update Part 2ВидеоMoneyball Update Part 3ВидеоMoneyball Update Part 4ВидеоMoneyball Update Part 5ВидеоMoneyball Update Part 6Видео

Week 3: Lecture Notebooks

Lecture - Moneyball UpdateЛабораторная

Week 3: Assignment

Moneyball Week 3 - Assignment OverviewЧтениеAssignment 3 WorkspaceЛабораторнаяAssignment - Part 1ЧтениеWeek 3 - Quiz 1ЗаданиеSample Notebook - Part 1ЧтениеAssignment - Part 2ЧтениеWeek 3 - Quiz 2

Week 3: R Content

Week 3 R ContentЧтение
04Week 418 материалов

Week 4: Lecture Videos

Beyond Moneyball: Run expectancy Part 1ВидеоBeyond Moneyball: Run Expectancy Part 2ВидеоBeyond Moneyball: Run expectancy Part 3ВидеоBeyond Moneyball: Run expectancy Part 4Видео

Week 4: Lecture Notebooks

Lecture - Run ExpectancyЛабораторная

Week 4: Assignment

Moneyball Week 4 - Assignment OverviewЧтениеAssignment 4 WorkspaceЛабораторнаяAssignment - Part 1ЧтениеWeek 4 - Quiz 1ЗаданиеSample Notebook - Part 1ЧтениеAssignment - Part 2ЧтениеWeek 4 - Quiz 2ЗаданиеSample Notebook - Part 2ЧтениеAssignment - Part 3ЧтениеWeek 4 - Quiz 3ЗаданиеSample Notebook - Part 3ЧтениеSample Notebook in RЧтение

Week 4: R Content

Week 4 R ContentЧтение
05Week 518 материалов

Week 5: Lecture Videos

Beyond Moneyball: Run values and WAR Part 1ВидеоBeyond Moneyball: Run values and WAR Part 2ВидеоBeyond Moneyball: Run values and WAR Part 3ВидеоBeyond Moneyball: Run values and WAR Part 4Видео

Week 5:Lecture Notebooks

Lecture - From Run Expectancy to WARЛабораторная

Week 5: Assignment

Moneyball Week 5 - Assignment OverviewЧтениеAssignment 5 WorkspaceЛабораторнаяAssignment - Part 1ЧтениеWeek 5 - Quiz 1ЗаданиеSample Notebook - Part 1ЧтениеAssignment - Part 2ЧтениеWeek 5 - Quiz 2ЗаданиеSample Notebook - Part 2ЧтениеAssignment - Part 3ЧтениеWeek 5 - Quiz 3ЗаданиеSample Notebook - Part 3ЧтениеPost-Course SurveyЧтение

Week 5: R Content

Week 5 R ContentЧтение
Задание
Sample Notebook - Part 2Чтение
Assignment - Part 3Чтение
Week 2 - Quiz 3Задание
Sample Notebook - Full SampleЧтение
Задание
Sample Notebook - Part 2Чтение
Assignment - Part 3Чтение
Week 3 - Quiz 3Задание
Sample Notebook - Part 3Чтение
Sample Notebook in RЧтение