# MLflow 2.0 And How Large-Scale Projects Are Managed In The Open Source - ML 096 Page: https://stenobird.com/podcast/adventures-in-machine-learning/mlflow-2-0-and-how-large-scale-projects-are-managed-in-the-open-source-ml-096 Text version: https://stenobird.com/podcast/adventures-in-machine-learning/mlflow-2-0-and-how-large-scale-projects-are-managed-in-the-open-source-ml-096.md Podcast: [Adventures in Machine Learning](https://stenobird.com/podcast/adventures-in-machine-learning) Published: 2022-12-01T11:00:00+00:00 Episode link: https://topenddevs.com/podcasts/adventures-in-machine-learning/episodes/mlflow-2-0-and-how-large-scale-projects-are-managed-in-the-open-source-ml-096 Audio file: https://dts.podtrac.com/redirect.mp3/api.spreaker.com/download/episode/58842179/stream.mp3 Processing state: failed JSON: https://stenobird.com/v1/public/podcasts/adventures-in-machine-learning/episodes/mlflow-2-0-and-how-large-scale-projects-are-managed-in-the-open-source-ml-096 Duration seconds: 2946 ## Resource Corey Zumar talks about the new release of MLflow, 2.0, and what the new major features that are included in the release. Bilal and Corey then discuss managing feature implementation priorities, and selling large-scale project ideas to internal customers, end-users, executives, and the dev team. The discussion also centers around generalizing feature requests to implementations that will work for the masses and how to effectively do prototype releases for incremental agile development for complex projects. Sponsors Chuck's Resume Template Developer Book Club starting with Clean Architecture by Robert C. Martin Become a Top 1% Dev with a Top End Devs Membership Links GitHub: Corey-Zumar Advertising Inquiries: https://redcircle.com/brands Privacy & Opt-Out: https://redcircle.com/privacy Become a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support . ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/adventures-in-machine-learning/episodes/mlflow-2-0-and-how-large-scale-projects-are-managed-in-the-open-source-ml-096/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/adventures-in-machine-learning/mlflow-2-0-and-how-large-scale-projects-are-managed-in-the-open-source-ml-096.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.