Automated machine learning (AutoML) platforms are gaining popularity and becoming a new important tool in the data scientists’ toolbox. A few months ago, I introduced H2O, an open-source platform for AutoML, with tutorial. Recently, I had a great opportunity to test it in practice. I had been working with our client, EDF Lab, together with ENEDIS. Both companies are major players in the French electricity market, ENEDIS being the network maintainer and EDF the major electricity supplier. The use-case covered…