# From Open Source to Traditional ML with James Lamb - ML 138 Page: https://stenobird.com/podcast/adventures-in-machine-learning/from-open-source-to-traditional-ml-with-james-lamb-ml-138 Text version: https://stenobird.com/podcast/adventures-in-machine-learning/from-open-source-to-traditional-ml-with-james-lamb-ml-138.md Podcast: [Adventures in Machine Learning](https://stenobird.com/podcast/adventures-in-machine-learning) Published: 2024-01-04T11:00:00+00:00 Episode link: https://topenddevs.com/podcasts/adventures-in-machine-learning/episodes/from-open-source-to-traditional-ml-with-james-lamb-ml-138 Audio file: https://dts.podtrac.com/redirect.mp3/api.spreaker.com/download/episode/58842100/stream.mp3 Processing state: failed JSON: https://stenobird.com/v1/public/podcasts/adventures-in-machine-learning/episodes/from-open-source-to-traditional-ml-with-james-lamb-ml-138 Duration seconds: 3245 ## Resource James Lamb is a senior software engineer at NVIDIA. They delve into the world of open-source contributions and the impact of traditional machine learning on the modern economy. James shares his journey of becoming a maintainer of renowned open-source projects while offering valuable insights into the benefits and motivations behind contributing to the community.Join them as they explore the significance of human review in the PR process, the value of automated feedback, and the importance of maintaining a positive and inclusive environment for contributors in open-source projects. Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Socials LinkedIn: James Lamb Twitter: @_jameslamb 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/from-open-source-to-traditional-ml-with-james-lamb-ml-138/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/adventures-in-machine-learning/from-open-source-to-traditional-ml-with-james-lamb-ml-138.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.