Question: Big Data and Machine Learning What question does machine learning answer? How to divide population into control and treatment groups? Is correlation different from causation?

Big Data and Machine Learning
What question does machine learning answer?
How to divide population into control and treatment groups?
Is correlation different from causation?
How to identify an instrumental variable?
Which variables are important and must be included when making a particular prediction?
Is there a data-driven way to separate the valuable variables from the worthless ones?
Cross-Validation
Regularization
Big Data and Machine Learning What question does machine learning answer?

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