Player Evaluation, Team Performance and Roster Management
- Offered byCoursera
Player Evaluation, Team Performance and Roster Management at Coursera Overview
Duration | 16 hours |
Total fee | Free |
Mode of learning | Online |
Official Website | Explore Free Course  |
Credential | Certificate |
Player Evaluation, Team Performance and Roster Management at Coursera Highlights
- Earn a certificate of completion
Player Evaluation, Team Performance and Roster Management at Coursera Course details
- This course will provide students with an introduction to using specific data techniques to address key sports administrative functions in team and roster management
- The primary focus is on the use of data analysis in player acquisition and retention, as well as player and coach assessment
- Students will learn how the collective bargaining agreement (CBA) and standard player contract (SPC) provide the framework for management decisions in which data analysis play a pivotal role
Player Evaluation, Team Performance and Roster Management at Coursera Curriculum
Management’s Critical Dates 12-month Calendar Overview & Downloading RStudio
Calendar Overview
September to December
January to April
May to June
July to August
Calendar Summary
Exercise: Introduction to RStudio Programming Environment
Acknowledgments
Management’s Critical Dates 12-month Calendar Overview
Some Basic Information & Downloading R
Management’s Critical Dates 12-month Calendar
Training Camp and Roster Building
Preseason Overview
Data Analytics in the Preseason
Roster Building
Preseason Physicals, Medical Assessments & Return to Play
Les Bisson MD: Preseason Players as Patients
Les Bisson, MD: Medical Assessments of Roster Candidates
Tampa Bay
Montreal
Basic Facts
Matrices
Eigenvalues & Eigenvectors
Regression
Exercise: Regression (ie. Drawing Data Curves Thru Data Points)
Training Camp and Roster Building
Scouting, Roster Evaluation and Preparing for the Trade Deadline
Scouting, Roster Evaluation & Preparing for the Trade Deadline
Negotiations with Amateur Graduates
Benefits & Player Value
Clustering as a Data Analytics Tool
Exercise: Clustering
Scouting, Roster Evaluation and Preparing for the Trade Deadline
The Entry Draft, Free Agency & Assessing the Future
Industry Perspective: UB's Athletic Training Program
Industry Perspective: Athletic Trainers & Organizational Relationships
Critical 8-Week Compliance Calendar
From a Coach’s Perspective: Using Statistics and Rosters
The CBA as it Relates to the Entry Draft & Free Agency
From a Coach’s Perspective: How Involved is the Coach in Organization Decision
Early Round Draft Picks and Buyouts
From a Coach’s Perspective: Communication across the Organization
Management, Scouts, and Data Analysts Sit Side-by-Side
Industry Perspective: Athletic Trainers & Player Data Access
Industry Perspective: The Athletic Trainer Role as an Executive
Les Bisson MD: Wearable Technology and Privacy
The Entry Draft, Free Agency & Assessing the Future
The Entry Draft, Free Agency & Assessing the Future
The Offseason
The Busy Offseason
The CBA: Articles 8 - 16
From a Coach’s Perspective: The Player and Coach
From a Coach’s Perspective: One Big Happy Family
Roster Signings and Retention Efforts
Les Bisson MD: Evaluating Player Injury Data
Industry Perspective: Using Data for Organizational Decisions
Industry Perspective: Athlete Chemistry
Training Camp Preparations
What Data Should be Emphasized?
The Off-Season
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Player Evaluation, Team Performance and Roster Management