Peter G. Gakuru

Zetech University

Moringa School

Modules included:Introduction to Data Science using Python and RIntroduction to Business AnalyticsData MungingData VisualizationDatabases with SQLRegression Analysis for businessesMachine Learning - Regression, Classification, Clustering, Introduction to Artificial Neural Networks

Strathmore University

Computer Programming

James Cook University

Strathmore University

Activities and Societies: Strathmore Leos Rugby Football Club Member Member of Aiesec Final Year Project: Diabetes Prediction System Using Machine LearningThe primary aim of this project is to analyze the Diabetes Dataset and use Support Vector Machine (SVM), Naive Bayes classifier, KNN, XGBoost, and LightGBM algorithms for predicting and developing a prediction engine. The secondary aim is to create an application system with a feature that allows users to predict diabetes utilizing the prediction engine. The Specific Objective of this project is to build a Machine… Show more Final Year Project: Diabetes Prediction System Using Machine LearningThe primary aim of this project is to analyze the Diabetes Dataset and use Support Vector Machine (SVM), Naive Bayes classifier, KNN, XGBoost, and LightGBM algorithms for predicting and developing a prediction engine. The secondary aim is to create an application system with a feature that allows users to predict diabetes utilizing the prediction engine. The Specific Objective of this project is to build a Machine Learning model to accurately predict whether or not the patient is diabetic or not diabetic. I came up with a real-time dashboard that predicted diabetes in a patient with an accuracy of 96%. Show less

Data Analyst

Associated with Peter G. Gakuru

Education Professional and ICT Assistant

Associated with Peter G. Gakuru