Portfolio Projects
Projects
• Machine Learning Prediction of Diabetes (Python): Created and Validated a Predictive Analytics Solution of Diabetes and achieving 82% Accuracy, Supporting Healthcare Practitioners in Early Disease Identification.
https://github.com/timzynoble/Prediction-of-Diabetes-using-Machine-Learning
• Machine Learning Prediction of Depression (Python): Created a ML Prediction model for Depression among College Students
https://github.com/timzynoble/Machine-Learning-Prediction-of-Depression
• Analysis on Labourforce using R: Created a regression model of Population growth, educational enrollment and life expectancy on labour force. (https://www.kaggle.com/code/timzynoble/analysis-on-labourforce)
• Amazon Sales Forecasting (Python): Designed and Deployed a Sales Forecasting Model Using Time-Series and Regression Techniques to Support E-Commerce Inventory and Pricing Strategies.
(https://www.kaggle.com/code/timzynoble/amazon-sales-analysis)