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Could someone tell me whether I could become a Data Analyst on my own?

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Yes, you can become Data Analyst on your own. The only thing you must possess is the required skill set to become Data Analyst. Read blogs and tutorials to get a better understanding of the skills required to become a Data Analyst. The best way would be to enroll in a Data Analyst Course or you could do what one of our learners did. He enrolled in Power BI Training and transitioned to a Data Analyst role with a 300% Hike. Here's the video wherein he will share his experience with us, you can take a look to get a better idea. 

See this Python Data Science Course for more information :

 

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