Resources for the Classroom

Explore the links below for more ways to learn about data analytics or to find teaching resources.
Organizations with resources:
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The American Statistical Association provides an extensive list of educational resources and articles for k-12 instruction
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The Census Bureau’s web page has many lessons and educational resources for statistical exploration and analysis.
Introductory classroom materials for data analytics:
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Bootstrap’s data science course is a free resource with 9 units. It contains lesson plans, student workbooks and a Pyret editor for coding practice.
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Data Science Kids Academy has a free online comprehensive introduction to data science course that is suitable for advanced middle school or high school students.
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UCLA’s Introduction to Data Science curriculum give complete lessons and labs for an excellent overview of important principles in programming and statistics.
Materials for introducing machine learning concepts:
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Machine Learning for Kids introduces basic concepts in a fun interactive item and image recognition program. There are plenty of lesson ideas and hands-on activities as well.
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Cars.com Technology uses Google’s AutoML Vision to teach students how image classification in machine learning works.