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It’s never too late. Since you are from an ML background, it makes things easier for you. Here are few technologies where you need to work on to become a data scientist.
Scraping
SQL
Data Frames
Machine-Learning (Algorithms like Naive Bayes, Regularized and Linear Regression)
Visualization
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