Automated Machine Learning (AutoML) software, also known as AutoML tools or services, enables data scientists and machine learning engineers, as well as non-technical users, to automatically build scalable machine learning models. Most AutoML tools accomplish this via auto-breaking down information and choosing calculations models dependent on experiences acquired from information investigation. These models are prepared, tried, and refined on a subset of the accessible data utilizing different techniques. At last, models with the best exhibition are imparted to the end client. Most AutoML TOOLS permit clients to compromise among intricacy and execution.

In a bid to promote democratisation and to fill in the gaps in domain expertise, AutoML or automated machine learning came to the fore. There is a lot of talk about democratisation of data science nowadays. But, who is doing what? Datasets are being open-sourced by tech majors along with frameworks and platforms that can assist the user in deploying pretrained models. Auto-Keras is an open source software library for automated machine learning (AutoML).