# Numerical Elixir and Machine Learning with Paulo Valente Page: https://stenobird.com/podcast/beam-there-done-that-7725251/numerical-elixir-and-machine-learning-with-paulo-valente Text version: https://stenobird.com/podcast/beam-there-done-that-7725251/numerical-elixir-and-machine-learning-with-paulo-valente.md Podcast: [BEAM There, Done That](https://stenobird.com/podcast/beam-there-done-that-7725251) Published: 2026-03-13T09:00:00+00:00 Episode link: https://podcasters.spotify.com/pod/show/beamtheredonethat/episodes/Numerical-Elixir-and-Machine-Learning-with-Paulo-Valente-e3g419t Audio file: https://anchor.fm/s/10f787368/podcast/play/116572925/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-2-8%2F419536803-44100-2-7404b362f02e6.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/beam-there-done-that-7725251/episodes/numerical-elixir-and-machine-learning-with-paulo-valente Duration seconds: 2191 ## Resource Paulo Valente comes onto the show to discuss #elixir 's #nx library and the state of #machinelearning in #elixir ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/beam-there-done-that-7725251/episodes/numerical-elixir-and-machine-learning-with-paulo-valente/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/beam-there-done-that-7725251/numerical-elixir-and-machine-learning-with-paulo-valente.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.