Level 300 Track

How Successful is our Power Play Strategy by Goals?
Overview of how you can use goals to help measure the success of your power play strategy.

What is the relationship between Shot Percentage and Wins?
Overview of how you can model the relationship between Shot Percentage and Wins.

What is a Good Predictor for Goals?
Explores what hockey statistics could be good predictors for goals.

Can you use Winning Percentage to Predict a Team Winning?
Explores Pythagorean Winning Percentage vs. Regular Winning Percentage as a way to predict wins.

Are your Athletes Ready for Game Day?
Introduces Sports Science and how you can use Player Wellness reports to evaluate wellness metrics with player performance.

More Money, More Wins?
Overview of the NHL Salary Cap and explores the relationship between it and wins and other team performance statistics and cost efficiency metrics.

Using Linear Regression to Predict Goals
Overview of Linear Regression models and how you can create a model to explore various hockey stats and their predictive value for goals.

Building an Enforcer Dashboard in Power BI
This edition extends on the Enforcer Index and walks you through how to explore the hockey stats using R and RStudio and also how to create a dashboard in Power BI comprising multiple reports.

Overview of Goals Versus Threshold
This edition introduces an advanced hockey statistic called Goals Versus Threshold, which can be used to measure the goal-scoring contribution of a player.

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