Predictive Analytics: Detecting Kidney Disease Using AI

Nowadays diseases such as Alzheimer’s heart disease and diabetes are becoming ever more prevalent across the world. Use this course to get hands-on experience building a pipeline to diagnose chronic kidney disease using Azure Machine Learning designer. Explore the different features of Azure Machine Learning its interface and how components and resources come together to build a pipeline. Next learn how to build a pipeline to create a dataset implement various data cleaning tasks and work with the cleaned dataset to build a logistic regression model to detect kidney disease. Finally examine how models can be trained and evaluated for performance and deploy your pipeline. Upon completion youll be able to build and deploy a disease diagnosis Azure Machine Learning pipeline.