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I am a data analyst and I am responsible for EDA and reporting staffs. I have the machine learning knowledge and I really want to apply it to real business situation instead of just Kaggle. How should I find a job in DS with no real working experience on that?

Maybe check out: This site provides a lot of information and might be useful to you. Best regards.

You probably know the math/ml, so get better at Python and shell scripting.

sed 's/analyst/scientist/g'? :)