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https://github.com/soham7998/heart-disease-prediction-ml

Using Various columns from the dataset of heart Disease and try to Predict the Accurate Results .
https://github.com/soham7998/heart-disease-prediction-ml

regression-models

Last synced: 26 days ago
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Using Various columns from the dataset of heart Disease and try to Predict the Accurate Results .

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## Heart-disease-Prediction-ML

**Through data loading, exploration, visualization, and the application of a logistic regression model to predict heart disease. Each section helps in understanding the data better and evaluating the performance of the predictive model.**

**Splitting Data > Training the model > Evaluating the model > Model Performance > Accuracy Results.**

## a step-by-step guide to:

• Load and inspect the data.

• Visualize distributions and relationships between variables.

• Identify correlations.

• Build and evaluate a logistic regression model to predict heart disease.

• This process helps in understanding the data better and developing a predictive model to

• Identify individuals with heart disease based on various health metrics.

![Heart](https://github.com/soham7998/Heart-disease-Prediction-ML/assets/112894790/56cf3407-71de-4f3a-94eb-92b3d67fb512)