AutoML is revolutionizing the way AI can be leveraged by enterprise. Businesses can achieve the full potential of machine learning once the infinite amount of data tasks involved in training and maintaining machine learning models are automated.
This white paper is a detailed overview of the technology and methodology behind Firefly.ai, a cloud-based system for automatic generation of machine learning models and its research grounding. It dives into machine learning tasks, optimization, validation methods and examples of applied performance.