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Deep Learning

Diabetes Risk Prediction

Predicting diabetes onset in high-risk populations using Neural Networks and diagnostic data.

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Project Overview

Classifying patient health risk using the Pima Indians Diabetes dataset and Deep Learning.

Technologies Used

PythonKerasNeural Networks

Methodology

  1. 1Preprocessing healthcare data for neural nets.
  2. 2Configuring dense layers for binary classification.
  3. 3Optimizing models using the Adam optimizer.
  4. 4Validating predictions with stratified sampling.

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