This module explores how to create a report meant for coaches to evaluate an opposing hockey team.

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Learning Objectives

By the end of this module, you will be able to:

  • Source, clean and use AHL data and create a light data pipeline that can be refreshed daily.
  • Use the AHL data to create custom metrics, which can be used to build a team comparison report.
  • Build the team comparison report in a professional, clean and intuitive way.

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Module Map

This module contains the following progressive lessons.

  • Lesson 1: Sourcing AHL Data and Setting Up Your Data Pipeline
    • Introduces how to source, clean and normalize the AHL data and set up a data pipeline that runs on a daily basis.
  • Lesson 2: Building a Simple Coaches Report
    • Walks through how to build a simple Coaches Report to compare teams.
  • Lesson 3: Current and Historical Views for the Coaches Report
    • Augments the Python code to create views that can be used for trend analyses.
  • Lesson 4: Final Design of Coaches Report
    • Adds design and readability elements to the Coaches Report.

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Module Resources

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Published Report

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Key Takeaways

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Additional Resources

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