Predictive Analytics: Identifying Tumors with Deep Learning Models

Azure Machine Learning designer allows you to create machine learning models using no-code drag-and-drop pipelines. Use this course to build pre-trained neural network models that detect diseases from image scans using Azure Machine Learning designer. Learn how to set up data for model training validation and testing and how to feed that data into a pipeline that employs a DenseNet model. Next discover how a model can be configured and substitute a pipelines DenseNet model with a ResNet model. Finally explore how a models training metrics can be analyzed to understand what tweaks need to be applied to build a more reliable model. Upon completion youll be able to build DenseNet and ResNet models that can identify tumors from chest scan images.