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תוכן מסופק על ידי Changelog Media and Practical AI LLC. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Changelog Media and Practical AI LLC או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.

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scikit-learn & data science you own

לפני שנה 52:02

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תוכן מסופק על ידי Changelog Media and Practical AI LLC. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Changelog Media and Practical AI LLC או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.

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:

Timescale – Purpose-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.
WorkOS – A 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:

Yann Lechelle – LinkedIn
Guillaume Lemaitre – GitHub, LinkedIn, Mastodon, X
Chris Benson – Website, GitHub, LinkedIn, X
Daniel Whitenack – Website, GitHub, X

Show Notes:

Something missing or broken? PRs welcome!

★ Support this podcast ★

… continue reading

פרקים

1. Welcome to Practical AI (00:00:00)

2. Sponsor: Timescale (00:00:35)

https://www.timescale.com

3. What is :probabl? (00:03:05)

4. Stewarding open source projects (00:07:33)

5. What is scikit-learn? (00:11:13)

6. The data science landscape (00:13:19)

7. Sponsor: WorkOS (00:17:14)

https://workos.com

8. Scikit's role with general purpose models (00:20:50)

9. Further development (00:25:26)

10. :probabl's open source relationship (00:30:07)

11. Sponsor: Shopify (00:35:31)

https://www.shopify.com/practicalai

12. Fun & interesting use-cases (00:37:19)

13. Getting started for new devs (00:44:42)

14. Future of scikit & :probabl (00:47:13)

15. Outro (00:51:15)

310 פרקים

#Artificial Intelligence #Changelog #Machine Learning #Deep Learning #Neural Networks #Computer Vision #Changelog Media #Tech

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scikit-learn & data science you own

1,480 subscribers

published לפני שנה

שתפו

MP3•בית הפרקים

תוכן מסופק על ידי Changelog Media and Practical AI LLC. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Changelog Media and Practical AI LLC או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.

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:

Timescale – Purpose-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.
WorkOS – A 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:

Yann Lechelle – LinkedIn
Guillaume Lemaitre – GitHub, LinkedIn, Mastodon, X
Chris Benson – Website, GitHub, LinkedIn, X
Daniel Whitenack – Website, GitHub, X

Show Notes:

Something missing or broken? PRs welcome!

★ Support this podcast ★

… continue reading

פרקים

1. Welcome to Practical AI (00:00:00)

2. Sponsor: Timescale (00:00:35)

https://www.timescale.com

3. What is :probabl? (00:03:05)

4. Stewarding open source projects (00:07:33)

5. What is scikit-learn? (00:11:13)

6. The data science landscape (00:13:19)

7. Sponsor: WorkOS (00:17:14)

https://workos.com

8. Scikit's role with general purpose models (00:20:50)

9. Further development (00:25:26)

10. :probabl's open source relationship (00:30:07)

11. Sponsor: Shopify (00:35:31)

https://www.shopify.com/practicalai

12. Fun & interesting use-cases (00:37:19)

13. Getting started for new devs (00:44:42)

14. Future of scikit & :probabl (00:47:13)

15. Outro (00:51:15)

310 פרקים

#Artificial Intelligence #Changelog #Machine Learning #Deep Learning #Neural Networks #Computer Vision #Changelog Media #Tech

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לפני 6 weeks30:36

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לפני 8 weeks45:00

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לפני 10 weeks50:47

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לפני 11 weeks45:09

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לפני 18 weeks50:03

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לפני 19 weeks53:11

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scikit-learn & data science you own 52:02

לפני 20 weeks52:02

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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: Timescale – Purpose-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. WorkOS – A 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: Yann Lechelle – LinkedIn Guillaume Lemaitre – GitHub , LinkedIn , Mastodon , X Chris Benson – Website , GitHub , LinkedIn , X Daniel Whitenack – Website , GitHub , X Show Notes: :probabl. TechCrunch: Probabl is a new AI company built around popular library scikit-learn scikit-learn Something missing or broken? PRs welcome! ★ Support this podcast ★…

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Creating tested, reliable AI applications 50:07

לפני 21 weeks50:07

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AI is changing the cybersecurity threat landscape 55:23

לפני 22 weeks55:23

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55:23

This week, Chris is joined by Gregory Richardson, Vice President and Global Advisory CISO at BlackBerry, and Ismael Valenzuela, Vice President of Threat Research & Intelligence at BlackBerry. They address how AI is changing the threat landscape, why human defenders remain a key part of our cyber defenses, and the explain the AI standoff between cyber threat actors and cyber defenders. Join the discussion Changelog++ members save 10 minutes on this episode because they made the ads disappear. Join today! Sponsors: Fly.io – The home of Changelog.com — Deploy your apps close to your users — global Anycast load-balancing, zero-configuration private networking, hardware isolation, and instant WireGuard VPN connections. Push-button deployments that scale to thousands of instances. Check out the speedrun to get started in minutes. Notion – Notion is a place where any team can write, plan, organize, and rediscover the joy of play. It’s a workspace designed not just for making progress, but getting inspired. Notion is for everyone — whether you’re a Fortune 500 company or freelance designer, starting a new startup or a student juggling classes and clubs. Eight Sleep – Take your sleep and recovery to the next level. Go to eightsleep.com/PRACTICALAI and use the code PRACTICALAI to get $350 off your very own Pod 4 Ultra. You can try it for free for 30 days - but we’re confident you will not want to return it. Once you experience AI-optimized sleep, you’ll wonder how you ever slept without it. Currently shipping to: United States, Canada, United Kingdom, Europe, and Australia. Featuring: Gregory Richardson – LinkedIn Ismael Valenzuela – GitHub , LinkedIn , X Chris Benson – Website , GitHub , LinkedIn , X Show Notes: The AI Standoff: Attackers vs. Defenders | Blackberry Blog Blackberry Something missing or broken? PRs welcome! ★ Support this podcast ★…

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