# MLOps Week 4: The Future of Data Infrastructure in MLOPs with Sam Partee Page: https://stenobird.com/podcast/mlops-weekly/mlops-week-4-the-future-of-data-infrastructure-in-mlops-with-sam-partee Text version: https://stenobird.com/podcast/mlops-weekly/mlops-week-4-the-future-of-data-infrastructure-in-mlops-with-sam-partee.md Podcast: [MLOps Weekly Podcast](https://stenobird.com/podcast/mlops-weekly) Published: 2022-06-28T15:25:34+00:00 Episode link: https://rss.com/podcasts/mlops-weekly/533869 Audio file: https://content.rss.com/episodes/132586/533869/mlops-weekly/20220628_030624_97197cc634d540ef80d44555c394472a.mp3 Processing state: processed JSON: https://stenobird.com/v1/public/podcasts/mlops-weekly/episodes/mlops-week-4-the-future-of-data-infrastructure-in-mlops-with-sam-partee Duration seconds: 1993 ## Resource For our fourth episode, we sat down with Sam Partee, Principal Applied AI Engineer at Redis, to discuss the evolution of data tools in MLOps and their ideal future. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/mlops-weekly/episodes/mlops-week-4-the-future-of-data-infrastructure-in-mlops-with-sam-partee/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/mlops-weekly/mlops-week-4-the-future-of-data-infrastructure-in-mlops-with-sam-partee.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.