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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: https://www.datasciencedreamjob.com/ This site provides a lot of information and might be useful to you. Best regards.

Good information :)

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

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

If you are confident in changing your job as data analyst into data scientist. 1) Learn a new course and develop or upgrade your skills. 2) Connect with another person who working as data scientist. 3) Do a practical research. 4) Find Job. 5) Join 6) Enjoy Your day

Good information :)