Machine Learning Automation with TPOT: Build, validate, and deploy fully automated machine learning models with Python

The automation of machine learning tasks allows developers more time to focus on the
usability and reactivity of the software powered by machine learning models. TPOT
is a Python automated machine learning tool used for optimizing machine learning
pipelines using genetic programming. Automating machine learning with TPOT enables
individuals and companies to develop production-ready machine learning models more
cheaply and quickly than with traditional methods.
With this practical guide to AutoML, developers working with Python on machine
learning tasks will be able to put their knowledge to work and become productive