{"podcast":{"title":"Adventures in Machine Learning","slug":"adventures-in-machine-learning","podcast_index_feed_id":2981332,"rss_url":"https://www.spreaker.com/show/6102041/episodes/feed","website_url":"https://topenddevs.com/podcasts/adventures-in-machine-learning","image_url":"https://d3wo5wojvuv7l.cloudfront.net/t_rss_itunes_square_1400/images.spreaker.com/original/230facb439840ff787c776d3ed78fcbd.jpg","author":"Charles M Wood","episode_count":209,"summary":"Machine Learning is growing in leaps and bounds both in capability and adoption. Listen to our experts discuss the ideas and fundamentals needed to succeed as a Machine Learning Engineer. Become a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support .","last_synced_at":null,"page_url":"https://stenobird.com/podcast/adventures-in-machine-learning"},"episode":{"title":"Moving from Dev Notebooks to Production Code - ML 098","slug":"moving-from-dev-notebooks-to-production-code-ml-098","published_at":"2022-12-22T11:00:00+00:00","page_url":"https://stenobird.com/podcast/adventures-in-machine-learning/moving-from-dev-notebooks-to-production-code-ml-098","show_page_url":"https://stenobird.com/podcast/adventures-in-machine-learning","url":"https://topenddevs.com/podcasts/adventures-in-machine-learning/episodes/moving-from-dev-notebooks-to-production-code-ml-098","audio_url":"https://dts.podtrac.com/redirect.mp3/api.spreaker.com/download/episode/58842232/stream.mp3","summary":"In this week's episode we meet with Mike Arov, committer to the MLOps tool framework lineapy. From the benefits of notebooks as development tooling for Data Science work to the complex refactoring needed to convert them to production-capable code bases, our conversation dives deep into the generally under-represented bridge tooling of code base conversions. On YouTube Moving from Dev Notebooks to Production Code - ML 098 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 Is There a Way to Bridge the MLOps Tools Gap? - KDnuggets Lineapy.org 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 .","meta_description":"In this week's episode we meet with Mike Arov, committer to the MLOps tool framework lineapy. From the benefits of notebooks as development tooling for Da…","key_points":[],"chapters":[],"topics":[],"duration_seconds":4272,"processing_state":"failed","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/adventures-in-machine-learning/episodes/moving-from-dev-notebooks-to-production-code-ml-098/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/adventures-in-machine-learning/moving-from-dev-notebooks-to-production-code-ml-098.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}