Evolutionary automation of ML pipelines with FEDOT Framework, Nikitin Nikolay

Evolutionary automation of ML pipelines with FEDOT Framework This is a tutorial on hot to build AutoML solutions for classification, regression, clustering and time series forecasting implemented in FEDOT Framework (open source) Slides 1: Sldes 2: Nikolay Nikitin, Senior Research Fellow @ National Center for Cognitive Technologies, ITMO University All talks & tutorials from Machine Learning REPA Week 2021: - All talks at Track 1 - Machine Learning Product and Team Management: - All talks at Track 2 - ML pipelines automation. Code and Data version control. Reproducibility. MLOps: Links: - Learn more about ML REPA: - Learn more about LeanDS: - Learn more about : - Machine Learning REPA Week 2021 Online Conference: https://mlr