The primary objective of this project was to build and deploy an image classification model for Scones Unlimited, a scone-delivery-focused logistic company, using AWS SageMaker.

Image Classifiers are used in the field of computer vision to identify the content of an image and it is used across a broad variety of industries, from advanced technologies like autonomous vehicles and augmented reality, to eCommerce platforms, and even in diagnostic medicine.

In this example the AWS Step Function service uses a state machines to orchestrate the execution of AWS Lambda functions. A client sends a request to an Amazon API Gateway which in turn passes that request to the Step Function service. Included in the request sent to the Step Function service is the body of information to be processed and the st…

Triggering AWS Step Functions from CloudWatch rule to execute a series of Lambda Functions based on condition.