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Machine Learning vs Statistics vs Statistical Learning in One Picture

Statistics, Statistical Learning, and Machine Learning are three different areas with a large amount of overlap. Despite that overlap, they are distinct fields in their own right. The following picture illustrates the difference between the three fields.

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References

An Introduction to Statistical Learning

VERY BASIC OVERVIEW OF STATISTICS AND MACHINE LEARNING

MACHINE LEARNING VS. STATISTICS

Machine Learning vs. Statistics

The Actual Difference Between Statistics and Machine Learning

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