What is Democratization? What is Machine Learning and AI? How to get started with Machine Learning & AI? At the end of this presentation, you will know how to use different cloud providers within one decoupled application, learn the basic concept of Machine Learning and have an overall insight into how to use these completely new technologies without the need of being a professional in this particular field. We will look at customvision.ai – an Azure service that is a code-free image classification service. For testing purposes, some data will be automatically collected from the internet and pre-processed with using GCP’s cognitive services in order to train our model specifically for our use-case. The predictions of the model will be tested using Azure’s Predictions API, AWS CloudWatch, API Gateway, Lambda functions, Amazon SNS, and SQS. All of the analyzed data will be stored in AWS S3 and queried with Amazon Athena.