logo
episode-header-image
Nov 2024
52m 2s

scikit-learn & data science you own

Practical AI LLC
About this episode

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!

Join the discussion

Changelog++ members save 9 minutes on this episode because they made the ads disappear. Join today!

Sponsors:

  • TimescalePurpose-built performance for AI Build RAG, search, and AI agents on the cloud and with PostgreSQL and purpose-built extensions for AI: pgvector, pgvectorscale, and pgai. 
  • WorkOSA platform that gives developers a set of building blocks for quickly adding enterprise-ready features to their application. Add Single Sign-On (Okta, Azure, Google, Microsoft OAuth), sync users from any SCIM directory, HRIS integration, audit trails (SIEM), free magic link sign-in. WorkOS is designed for developers and offers a single, elegant interface that abstracts dozens of enterprise integrations. Learn more and get started at WorkOS.com
  • Shopify – Sign up for a $1/month trial period at shopify.com/practicalai

Featuring:

Show Notes:

Something missing or broken? PRs welcome!

★ Support this podcast ★
Up next
Sep 29
We've all done RAG, now what?
Longtime friend of the show Rajiv Shah returns to unpack lessons from a year of building retrieval-augmented generation (RAG) pipelines and reasoning models integrations. We dive into why so many AI pilots stumble, why evaluation and error analysis remain essential data science s ... Show More
43m 35s
Sep 23
Creating a private AI assistant in Thunderbird
In this episode, Daniel and Chris are joined by Chris Aquino, software engineer at Thunderbird to hear the story of how they developed a privacy-preserving AI executive assistant. They discuss various design decisions including remote (but confidential) inference, local encryptio ... Show More
53m 8s
Sep 11
Cracking the code of failed AI pilots
In this Fully Connected episode, we dig into the recent MIT report revealing that 95% of AI pilots fail before reaching production and explore what it actually takes to succeed with AI solutions. We dive into the importance of AI model integration, asking the right questions when ... Show More
46m 44s
Recommended Episodes
Feb 2024
Who's that girl? It's Jess! (JS Party #313)
Apple kills EU web apps, Amazon launches a JS runtime optimized for serverless workloads & we play a game of 20 (15) questions to welcome Jessica Sachs to the party! Leave us a comment Changelog++ members get a bonus 4 minutes at the end of this episode and zero ads. Join today! ... Show More
1h 13m
Jan 2025
#229 Mitesh Agrawal: Why Lambda Labs’ AI Cloud Is a Game-Changer for Developers
This episode is sponsored by Netsuite by Oracle, the number one cloud financial system, streamlining accounting, financial management, inventory, HR, and more.   NetSuite is offering a one-of-a-kind flexible financing program. Head to  https://netsuite.com/EYEONAI to know more.  ... Show More
56m 7s
Apr 2024
Episode 192 - Google Cloud Next 2024 Recap
Join Allen Firstenberg and guest host Stefania Pecore on Two Voice Devs as they delve into the exciting announcements and highlights from Google Cloud Next 2024! This episode focuses on the latest advancements in AI and their impact on the healthcare industry, providing valuable ... Show More
40m 35s
Nov 2024
How Startups Can Crush Enterprise AI Sales | E2050
This Week in Startups is brought to you by… LinkedIn Ads. To redeem a $100 LinkedIn ad credit and launch your first campaign, go to http://www.linkedin.com/thisweekinstartups Zendesk. A service-first CRM company with support, sales, and customer engagement products designed to im ... Show More
58m 36s
Oct 2017
Data science tools and other announcements from Ignite
In this episode, Microsoft's Corporate Vice President for Cloud Artificial Intelligence, Joseph Sirosh, joins host Kyle Polich to share some of the Microsoft's latest and most exciting innovations in AI development platforms. Last month, Microsoft launched a set of three powerful ... Show More
31m 40s
Sep 2024
The wrong place to slap a person (Friends)
Nick Nisi joins Adam and Jerod to talk about Karaoke, ARC and the business model of web browsers, this WordPress drama, and an epic bonus for Changelog ++ subscribers. Leave us a commentChangelog++ members get a bonus 61 minutes at the end of this episode and zero ads. Join today ... Show More
1h 39m
Sep 12
Google DeepMind CEO Demis Hassabis on AI, Creativity, and a Golden Age of Science | All-In Summit
(0:00) Introducing Sir Demis Hassabis, reflecting on his Nobel Prize win (2:39) What is Google DeepMind? How does it interact with Google and Alphabet? (4:01) Genie 3 world model (9:21) State of robotics models, form factors, and more (14:42) AI science breakthroughs, measuring A ... Show More
31m 48s
Sep 30
Dylan Patel - Inside the Trillion-Dollar AI Buildout - [Invest Like the Best, EP.442]
My guest today is Dylan Patel. Dylan is the founder and CEO of SemiAnalysis. At SemiAnalysis Dylan tracks the semiconductor supply chain and AI infrastructure buildout with unmatched granularity—literally watching data centers get built through satellite imagery and mapping hundr ... Show More
1h 58m
Nov 2024
Build An App with a Backend Using Ai in 20 min (Cursor Ai, Replit, Firebase, Wispr Flow)
Episode 32: How can you build an app with a backend using AI in just 20 minutes? Matt Wolfe (https://x.com/mreflow) and Nathan Lands (https://x.com/NathanLands) sit down with AI enthusiast Riley Brown (https://x.com/rileybrown_ai) to explore this exciting and challenging process. ... Show More
39m 34s