Logbot (Nov 19 2024 at 21:00): Logbot (Nov 19 2024 at 21:00):We are at GenAI saturation, so let's talk about scikit-learn, a long time favorite for data scientists building classifiers, time series analyzers, dimensionality reducers, and more! Scikit-learn is deployed across industry and driving a significant portion of the "AI" that is actually in production. :probabl is a new kind of company that is stewarding this project along with a variety of other open source projects. Yann Lechelle and Guillaume Lemaitre share some of the vision behind the company and talk about the future of scikit-learn! :link: https://practicalai.fm/296
| Ch | Start | Title | Runs |
|---|---|---|---|
| 01 | 00:00 | Welcome to Practical AI | 00:34 |
| 02 | 00:35 | Sponsor: Timescale | 02:17 |
| 03 | 03:05 | What is :probabl? | 04:29 |
| 04 | 07:33 | Stewarding open source projects | 03:39 |
| 05 | 11:13 | What is scikit-learn? | 02:06 |
| 06 | 13:19 | The data science landscape | 03:43 |
| 07 | 17:14 | Sponsor: WorkOS | 03:22 |
| 08 | 20:50 | Scikit's role with general purpose models | 04:36 |
| 09 | 25:26 | Further development | 04:40 |
| 10 | 30:07 | :probabl's open source relationship | 05:10 |
| 11 | 35:31 | Sponsor: Shopify | 01:32 |
| 12 | 37:19 | Fun & interesting use-cases | 07:23 |
| 13 | 44:42 | Getting started for new devs | 02:31 |
| 14 | 47:13 | Future of scikit & :probabl | 04:02 |
| 15 | 51:15 | Outro | 00:46 |
Last updated: Dec 12 2024 at 16:20 UTC