r/MachineLearning - [R] Machine Learning Reproducibility Challenges and DVC

#artificialintelligence 

When ML models need to be regularly updated in production, a host of challenges emerges. No one tool can do it all for you - organizations using a mix of Git, Makefiles, ad hoc scripts and reference files for reproducibility.