Apr 8, 2022
[TalkIT] Why is MLOps Necessary, and What Does it Consist of? feat. 2022 MLOps Ecosystem Trends
Joongi Kim
Co-Founder / CTO
Jeongkyu Shin
Founder / Researcher / CEO
Apr 8, 2022
[TalkIT] Why is MLOps Necessary, and What Does it Consist of? feat. 2022 MLOps Ecosystem Trends
Joongi Kim
Co-Founder / CTO
Jeongkyu Shin
Founder / Researcher / CEO
Overview
- 00:00 Participation in NVIDIA GTC2022 MLOps Panel Talk
- 01:53 Lablup's Competitiveness in MLOps
- 03:59 Why MLOps is Necessary
- 07:04 Orchestrator
- 08:43 Distributed/Parallel Processing Tools
- 09:57 MLOps Modules (General, Serving)
- 11:23 Open Source MLOps Operation Tools
- 12:14 MLOps Issues in 2022
