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What does a Data Scientist do?

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Understand the Problem: Data Scientists should be aware of the business pain points and ask the right questions.

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Process the Raw Data: We rarely use data in its original form, and it must be processed, and there are several ways to convert it into a usable format.

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Collect Data: They need to collect enough data to understand the problem at hand, and better solve it in terms of time, money, and resources.

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Explore the Data: After processing data and converting it into a usable form, Data Scientists must examine it to determine the characteristics and find evident trends, correlations, and more.

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Analyze the Data: To understand the data, they use various tool libraries, such as Machine Learning, statistics and probability, linear and logistic regression, time series analysis, and more.

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Communicate Results: At last, results must be communicated to the right stakeholders, laying the groundwork for all identified issues.

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