Content Series

We regularly publish different types of content, such as newsletters, tutorials, etc. We group the content by tags, which you can find below.

Puck 101

If you want to learn about hockey analytics, but don't know anything about hockey then this is the first step in your journey. The Puck 101 series includes 8 articles.

For more details, visit Puck 101.

Analytics & AI Camp

If you know hockey, but don't know anything about hockey analytics, then you'll want to work through each level in the Analytics and AI Camp.

We've built three levels of Data, AI and Hockey content into this series. We cover beginner, intermediate and advanced topics that will help launch your Hockey Analyst career.

Level 100

• What is Hockey Analytics?
• What are Data Types When Analyzing Hockey Data?
• What are Good Sources of Hockey Data?
• How will AI Impact Hockey Analytics?
• What is Descriptive Analytics for Hockey?
• What is a Team Performance Report?
• What are Common Data Analysis Tools?
• What is a Player Performance Report?
• PDO: How Lucky are Ya?
• What Makes a Winning Playoff Team?

Level 200

• Who are the Top Ten Playmakers in the NHL?
• How can I create a Team Summary Dashboard in Power BI?
• Instant Hockey Analyses using ChatGPT and AI
• Creating and Designing a Player Performance Dashboard using Power BI
• Analyzing Shots and their Relationship to Goals
• Enhancing your Power BI Reports with Linear Regression Models
• Where are all the Enforcers?
• Guardians between the Pipes: The Stats Behind Hockey's Top Goalies
• Ice Breakers: Decoding the Impact of Injuries in Hockey

Level 300

• How Successful is our Power Play Strategy by Goals?
• What is the relationship between Shot Percentage and Wins?
• What is a Good Predictor for Goals?
• Can you use Winning Percentage to Predict a Team Winning?
• Are your Athletes ready for Game Day?
• More Money, More Wins?
• Using Linear Regression to Predict Goals
• Overview of Goals Versus Threshold

For more details, visit Analytics & AI Camp.

Advanced AI Topics

If you're familiar with hockey analytics and want to dig into some advanced topics, then you'll want to check out this series.

• Instant Hockey Analyses using ChatGPT and AI
• Finding the Top Snipers using K-Means Clustering
• Predicting Game Wins using Logistic Regression
• Using Linear Regression to Predict Goals
• Predicting Wins using Support Vector Machine Models
• Driverless AI: Building the Perfect Predictive Model
• Optimizing your Predictive Models
• Predicting Wins using k-Nearest Neighbors

Data Storytelling

In this series, we focus more on exploring sports data to create narratives and tell a story. The Data Storytelling series includes 16 articles.

For more details, visit Sports Data Storytelling.

Dashboard Daze

In this series, we look at different scenarios and create reports and dashboards using Microsoft Excel and Power BI. The Dashboard Daze series includes 9 articles.

For more details, visit Dashboard Daze.

NHL Draft (2024)

This series covered ow we analyzed the incoming 2024 NHL prospects, which evaluated the strengths and weaknesses of teams vis-a-vis the top incoming prospects. The NHL Draft (2024) series includes 6 articles.

For more details, visit NHL Draft 2024.

DFS Fantasy Hockey

This series explores strategies and tactics to bring analytics into the world of DFS Fantasy Hockey. The DFS Fantasy Hockey series includes 6 articles.

For more details, visit DFS Fantasy Hockey.

Vintage NHL Hockey

In this series, we explore data extending back 108 years that covers the full NHL history and analyze the different eras of hockey, key players throughout history and how the game has changed. The Vintage NHL Hockey series includes 6 articles.

For more details, visit Vintage Hockey Series.

Four Nations Face-Off

This series features analyses of the four nations that are participating in the NHL's Four Nations Face-Off tournament in February, 2025. We'll be doing a deep dive on each team, ending the series with a prediction on who will win the tournament. The Four Nations Face-Off series includes 7 articles.

For more details, visit 4 Nations Face-Off Tournament.

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