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What’s the difference between machine learning, statistics, and data mining?

(Nguồn: sharpsightlabs.com)

An expert opinion: there is no difference

“The short answer is: None. They are … concerned with the same question: how do we learn from data?”

The core differences between ML, stats, and data mining

• They emphasize different things

• Machine learning is focused on software and systems

• The purpose of data mining is finding patterns in databases

• They use different words and terminology

• ML, stats, and data mining tend to favor different tools

• ML and data mining typically work on “bigger” data than statistics

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Xem thêm:

• Brendan O’Connor: Statistics vs. Machine Learning, fight!
• Leo Breiman: Statistical Modeling: The Two Cultures

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