Build Your Own Automated Machine Learning App - KDnuggets

You probably know about automated machine learning (AutoML). There's a good chance you have hard of the open source AutoML tool TPOT, aka your data science assistant. You may have even seen my recent article on using TPOT to optimize machine learning pipelines (you probably haven't, so here's your chance to go have a look at it... I'll wait). In any event, exploring AutoML and the knobs of machine learning optimization can make more sense when those knobs are visible and easily adjustable. In this article, we will implement a version of the TPOT example we looked at in my previous article as a Streamlit app.