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Jonathan Pollyn's Projects

ckd_prediction icon ckd_prediction

This project's objective is to forecast chronic kidney disease (CKD) by employing diverse machine-learning models. The dataset, acquired from Kaggle, comprises attributes such as blood pressure, specific gravity, albumin, sugar, red blood cells, blood urea, serum creatinine, sodium, potassium, hemoglobin, white blood cell count, red blood cell coun

diabetic-prediction icon diabetic-prediction

Diabetes prediction utilizing established characteristics. The objective of this exercise is to showcase the efficacy of Machine learning. The dataset comprises various health-related attributes gathered to facilitate the creation of predictive models for detecting potential diabetes risks.

liverprediction icon liverprediction

This repository contains a machine learning model designed to predict liver disease based on patient data. The model has been trained and evaluated using various algorithms and has been deployed for interactive use on Streamlit.

predictdiabeticml icon predictdiabeticml

Diabetes prediction utilizing established characteristics. The objective of this exercise is to showcase the efficacy of Machine learning. The dataset comprises various health-related attributes gathered to facilitate the creation of predictive models for detecting potential diabetes risks.

python-data-analysis icon python-data-analysis

This repository is put together to perform data analysis tasks that include a collection of Python scripts and Jupyter notebooks. This repository intends to give you a valuable tool for using Python to work with data, whether you're a beginner or an expert in data analysis.

spark icon spark

This notebook contains detailed code for spark and machine learning and databricks

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