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How much of Data Science is Machine Learning?

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If we talk about just data science, then it is only data analysis using MLOps machine learning. Both machine learning and data science have to go hand in hand. Engineers have to use ML and data science prominently to make better and more appropriate decisions.
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Data Analyst with 10 years of experience in Fintech, Product ,and IT Services

In data science, machine learning is like a powerful tool in a toolbox. While it's essential and often used, it's not everything. Data science involves various tasks, like collecting and cleaning data, understanding it through analysis and visualization, and finally, using machine learning to make predictions...
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In data science, machine learning is like a powerful tool in a toolbox. While it's essential and often used, it's not everything. Data science involves various tasks, like collecting and cleaning data, understanding it through analysis and visualization, and finally, using machine learning to make predictions or decisions. So, while machine learning is a big part, there's a lot more to data science beyond just that. read less
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My teaching experience 12 years

If we talk about just data science, then it is only data analysis using MLOps machine learning. Both machine learning and data science have to go hand in hand. Engineers have to use ML and data science prominently to make better and more appropriate decisions.
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IIT GATE-qualified Math tutor | 10+ yrs experience | Expert in JEE, 11–12th, Eng Maths, IB/IGCSE

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