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, you’ll be able to build and deploy a disease diagnosis Azure Machine Learning pipeline.