{"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":"Delivering Scoped Solutions: Lessons in Fixing Production System Issues - ML 144","slug":"delivering-scoped-solutions-lessons-in-fixing-production-system-issues-ml-144","published_at":"2024-03-21T10:00:00+00:00","page_url":"https://stenobird.com/podcast/adventures-in-machine-learning/delivering-scoped-solutions-lessons-in-fixing-production-system-issues-ml-144","show_page_url":"https://stenobird.com/podcast/adventures-in-machine-learning","url":"https://topenddevs.com/podcasts/adventures-in-machine-learning/episodes/delivering-scoped-solutions-lessons-in-fixing-production-system-issues-ml-144","audio_url":"https://dts.podtrac.com/redirect.mp3/api.spreaker.com/download/episode/59134487/ml_144.mp3","summary":"Michael and Ben share their insights on being called in to fix issues in production systems at the last minute. They stress the importance of asking questions to understand the context and navigate the political landscape, and caution against providing half-baked solutions. They also discuss the significance of understanding project goals, documenting decision-making processes, and providing guidance to the team to avoid building unnecessary and difficult-to-maintain systems. Stay tuned as they share their experiences and valuable advice for navigating complex projects and delivering meaningful solutions. Sponsors Chuck's Resume Template Developer Book Club Become a Top 1% Dev with a Top End Devs Membership Become a supporter of this podcast: https://www.spreaker.com/podcast/adventures-in-machine-learning--6102041/support .","meta_description":"Michael and Ben share their insights on being called in to fix issues in production systems at the last minute. They stress the importance of asking quest…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2292,"processing_state":"failed","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/adventures-in-machine-learning/episodes/delivering-scoped-solutions-lessons-in-fixing-production-system-issues-ml-144/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/delivering-scoped-solutions-lessons-in-fixing-production-system-issues-ml-144.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}