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A data science case study is a practical example where data analysis techniques are applied to solve a real-world problem. It involves understanding the problem, exploring the data, cleaning it, selecting appropriate models, and interpreting the results.
Case studies help demonstrate practical skills, problem-solving abilities, and understanding of data science concepts. They showcase how theoretical knowledge can be applied to real-world situations.
Common tools include Python, SQL, Jupyter Notebook, Tableau, and machine learning libraries like Scikit-Learn, TensorFlow, and PyTorch
Clearly explain each step, include visualizations for key findings, discuss model performance metrics, and provide actionable insights or recommendations based on the results.
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