Can machine learning really replace data science?
Machine learning can automate certain tasks in data science, but it can't fully replace the role.
What tasks can machine learning automate?
Machine learning can automate data cleaning, feature selection, and even some predictive modeling.
What about the creative aspects of data science?
Creative problem-solving and domain expertise are crucial in data science, which machines can't replicate.
So, data scientists will still be needed?
Absolutely! Data scientists will continue to play a vital role in interpreting results and making strategic decisions.
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