How difficult is it to move from data analyst role to data scientist role?

I am working as analyst where I mostly work on tableau to create visualizations and thinking about moving to Data scientist role. I have good knowledge SQL and now learning python (pandas, scikit learn). Can anyone guide me on how to prepare for this transition. Which certification can help me for this change?

5mo ago
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QuirkyDumpling
QuirkyDumpling
TCS5mo

Hello, I am also working as data analyst. As I know you should also learn Statistics, Big data related tools along with DSA.

Thank you @AppleLover for the information. Do you know What is the best source to learn statistics?

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