# How to think about Optimization - ML 102 Page: https://stenobird.com/podcast/adventures-in-machine-learning/how-to-think-about-optimization-ml-102 Text version: https://stenobird.com/podcast/adventures-in-machine-learning/how-to-think-about-optimization-ml-102.md Podcast: [Adventures in Machine Learning](https://stenobird.com/podcast/adventures-in-machine-learning) Published: 2023-02-03T11:00:00+00:00 Episode link: https://topenddevs.com/podcasts/adventures-in-machine-learning/episodes/how-to-think-about-optimization-ml-102 Audio file: https://dts.podtrac.com/redirect.mp3/api.spreaker.com/download/episode/58842121/stream.mp3 Processing state: failed JSON: https://stenobird.com/v1/public/podcasts/adventures-in-machine-learning/episodes/how-to-think-about-optimization-ml-102 Duration seconds: 3002 ## Resource In this week's episode, we meet with Micheal McCourt, the head of engineering at SigOpt. He is an industry expert on optimization algorithms, so expect to learn about constraint-active search, SigOpt's new open-source optimizer, and how to run an engineering team. Sponsors Chuck's Resume Template Developer Book Club starting Become a Top 1% Dev with a Top End Devs Membership Links Michael McCourt | SigOpt LinkedIn: Michael McCourt 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/how-to-think-about-optimization-ml-102/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/adventures-in-machine-learning/how-to-think-about-optimization-ml-102.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.