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Review of A First Encounter with Machine Learning powered by the Slant community.
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Pros
Pro Introduces Machine Learning in an easy to understand manner
Designed to be an introductory course to the field that's simple to understand and requires little technical knowledge.
Pro Free
Available as a free pdf.