Data-Driven Insights, Unveiling Possibilities.

My professional growth journey into data analysis, data visualization, machine learning, and artificial intelligence for strategic plans and classroom use.

Building exterior in Toronto, Canada

With new tools comes new possibilities

Being a data-driven decision maker is best when considering the results from a diverse set of analytical techniques. The more you tools you can inspect with, the richer and clearer the data story and the decision.

Data Analysis

Sample projects and use cases for simple data analysis in Google Sheets and more advanced analysis in Python.

Data Visualization

Guidelines for when to use different types of visualization, how to integrate graphs into your presentations, and dashboard design.

Probability and Statistics

Review of some basic statistics and probability in the educational space, and what it means to be “statistically significant.”

Machine Learning

Find the bigger patterns, profiles, and stories in your collective datasets using this subset of AI.

Artificial Intelligence

More AI tools you can use beyond machine learning to enhance your workflow and analysis.

Knowledge Graphs

Reimagining curriculum maps as knowledge graphs to empower the visual learner to analyze curriculum.

Senior School Administrators and Boards of Trustees

Some sample use cases for senior leadership teams and boards of trustees as they begin analyzing their schools and crafting strategic plans.

Teachers & Coaches

  • Classroom examples of data analysis in Chemistry
  • Ways I use data analysis as a Cross Country and Track Coach
  • Improving my analysis and workflow for comment writing
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Windows of a building in Nuremberg, Germany

Admissions & Enrollment Management

  • Sample dashboards for current student body analysis
  • Using data analysis and AI to process reader sheets
  • Different patterns to look for as an enrollment manager

School that learn tend to nurture learning.

Ryan Song

Lifelong Educator and Learner

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