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Could someone tell me whether an electrical engineer become a data scientist?

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Yes, you could easily make the transition from electrical engineering to Data science and could become a Data Scientist with efforts from your side. You have the required qualifications that are asked during the recruitment, like a bachelor’s degree, sound knowledge in a programming language, etc. so it's a bit easier for you to make this transition. So, I would suggest you get certified by enrolling in Data Science courses, from a good training company, like Intellipaat which offers you a course of 42hrs instructor-led training with 56hrs for projects and exercises to help you become qualified. Also, take a look at our YouTube video on Data science tutorial from our experts to help you get started with the basics.

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