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?

11mo ago
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9 min AI interview5 questions
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QuirkyDumpling
QuirkyDumpling
TCS11mo

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

BouncyBoba
BouncyBoba

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

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Switch to Data Analyst

Can anyone here suggest me the prerequisites skills to move into Data Analyst and let me know for any openings. I have seen people with skills Excel working as Data Scientist and even people with skills as Python Numpy , Tableau, PowerB...