What is the difference between a data analyst and a data scientist?

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I am beginner in Data Science and machine learning field. I am searching for the tutorials to learn:

What is the difference between a data analyst and a data scientist?

Try to provide me good examples or tutorials links so that I can learn the topic "What is the difference between a data analyst and a data scientist?". Also tell me which is the good training courses in Machine Learning, Artificial Intelligence and Data Science for beginners.

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