Put AI to Work
April 15-18, 2019
New York, NY
Dmitry Petrov

Dmitry Petrov
Cofounder and CEO, Iterative AI

Website

Dmitry Petrov is cofounder and CEO at Iterative AI, where he’s working on tools for machine learning and data versioning. An ex-data scientist at Microsoft and an active open source contributor, Dmitry wrote and open-sourced the first version of the DVC.org project and implemented a wavelet-based image hashing algorithm (wHash) in open source library ImageHash for Python. He holds a PhD in computer science.

Sessions

4:55pm5:35pm Thursday, April 18, 2019
Implementing AI
Location: Rendezvous
Secondary topics:  Data and Data Networks
Dmitry Petrov (Iterative AI), Ivan Shcheklein (Iterative AI)
Average rating: ****.
(4.67, 3 ratings)
ML model and dataset versioning is an essential first step in the direction of establishing a good process. Dmitry Petrov and Ivan Shcheklein explore open source tools for ML models and datasets versioning, from traditional Git to tools like Git-LFS and Git-annex and the ML project-specific tool Data Version Control or DVC.org. Read more.