Predict the onset of diabetes based on diagnostic measures

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Motivation

• Case study : link
  1. You are provided diagnostic measures of patients.
  2. Predict the onset of diabetes.
• Problem :
  1. Can you build a machine learning model to accurately predict whether or not the patients in the dataset have diabetes or not?
  2. Use classical machine learning models (no deep learning models).
  3. Unbalanced Dataset.
• Solution :
  1. Data analysis.
  2. Feature Engineering.
  3. Modeling.
  4. Classification.