{"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":"How to Test ML Code - ML 091","slug":"how-to-test-ml-code-ml-091","published_at":"2022-10-20T10:00:00+00:00","page_url":"https://stenobird.com/podcast/adventures-in-machine-learning/how-to-test-ml-code-ml-091","show_page_url":"https://stenobird.com/podcast/adventures-in-machine-learning","url":"https://topenddevs.com/podcasts/adventures-in-machine-learning/episodes/how-to-test-ml-code-ml-091","audio_url":"https://dts.podtrac.com/redirect.mp3/api.spreaker.com/download/episode/58842087/stream.mp3","summary":"In this show, we cover some practical tips for writing reliable ML code. Here are some of the questions we look to answer... What are tests and why should you use them? What's the difference between unit tests and integration tests? What should you test? How should you write tests in python? (the answer is to use pytest) Sponsors Top End Devs Coaching | Top End Devs Enov8, who provides test data management 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 show, we cover some practical tips for writing reliable ML code. Here are some of the questions we look to answer... What are tests and why should…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2673,"processing_state":"failed","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/adventures-in-machine-learning/episodes/how-to-test-ml-code-ml-091/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/how-to-test-ml-code-ml-091.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}