https://www.scieneers.de/wp-content/uploads/2020/08/cover.png 731 1500 Nico Kreiling https://www.scieneers.de/wp-content/uploads/2020/04/scieneers-gradient.png Nico Kreiling2020-08-19 12:00:062023-02-08 10:03:49AutoML – A Comparison of cloud offerings
AutoML – A Comparison of cloud offerings
AutoML is the process of automatically applying machine learning to real world problems, which includes the data preparation steps such as missing value imputation, feature encoding and feature generation, model selection and hyper parameter tuning. Even though the research field on AutoML exists at least since its first dedicated workshop at ICML in 2014, real world usage just got applicable recently. This blog post compares the AutoML offerings of AWS, Google and Microsoft in a qualitative fashion.