What is the lifecycle of a typical data science project?

A typical project in data science has a defined lifecycle which provides a systematic method of solving difficult problems with data. The lifecycle comprises multiple steps, from delineating the problem to the implementation of a solution, and constantly developing it. Understanding these phases is essential for executing a successful research project in data science.

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