Discover a whole new take on Artificial Intelligence with Squirro's educational podcast! Join host Lauren Hawker Zafer, a top voice in Artificial Intelligence on LinkedIn, for insightful chats that unravel the fascinating world of tech innovation, use case exploration and AI knowledge. Dive into candid discussions with accomplished industry experts and established academics. With each episode, you'll expand your grasp of cutting-edge technologies and their incredible impact on society, and y ...
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The state of open source AI
Manage episode 389066051 series 2385063
Contenu fourni par Changelog Media. Tout le contenu du podcast, y compris les épisodes, les graphiques et les descriptions de podcast, est téléchargé et fourni directement par Changelog Media ou son partenaire de plateforme de podcast. Si vous pensez que quelqu'un utilise votre œuvre protégée sans votre autorisation, vous pouvez suivre le processus décrit ici https://fr.player.fm/legal.
The new open source AI book from PremAI starts with “As a data scientist/ML engineer/developer with a 9 to 5 job, it’s difficult to keep track of all the innovations.” We couldn’t agree more, and we are so happy that this week’s guest Casper (among other contributors) have created this resource for practitioners.
During the episode, we cover the key categories to think about as you try to navigate the open source AI ecosystem, and Casper gives his thoughts on fine-tuning, vector DBs & more.
Changelog++ members save 3 minutes on this episode because they made the ads disappear. Join today!
Sponsors:
- Changelog News – A podcast+newsletter combo that’s brief, entertaining & always on-point. Subscribe today.
- Fastly – Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com
- Fly.io – The home of Changelog.com — Deploy your apps and databases close to your users. In minutes you can run your Ruby, Go, Node, Deno, Python, or Elixir app (and databases!) all over the world. No ops required. Learn more at fly.io/changelog and check out the speedrun in their docs.
Featuring:
- Casper da Costa-Luis – GitHub
- Chris Benson – Twitter, GitHub, LinkedIn, Website
- Daniel Whitenack – Twitter, GitHub, Website
Show Notes:
State of Open Source AI Book - 2023 Edition
Something missing or broken? PRs welcome!
Chapitres
1. Welcome to Practical AI (00:00:00)
2. Advent of Gen AI (00:00:43)
3. PremAI open source AI (00:02:03)
4. How to categorize open source AI (00:05:33)
5. Different types of open (00:08:44)
6. Alighned vs unaligned models (00:12:13)
7. The AI ecosystem (00:13:47)
8. Value of fine-tuning (00:16:06)
9. Large vision models (00:18:58)
10. The major model families (00:20:05)
11. Community around the book (00:22:51)
12. Where to find the book (00:25:00)
13. Sponsor: Changelog News (00:26:36)
14. How to use the book (00:28:20)
15. Desktop apps in open source AI (00:31:08)
16. Reflecting on the book (00:35:12)
17. Hot takes (00:36:21)
18. Encouraging open source contribution (00:37:25)
19. Closing thoughts (00:40:18)
20. Outro (00:41:41)
293 episodes
Partager
Manage episode 389066051 series 2385063
Contenu fourni par Changelog Media. Tout le contenu du podcast, y compris les épisodes, les graphiques et les descriptions de podcast, est téléchargé et fourni directement par Changelog Media ou son partenaire de plateforme de podcast. Si vous pensez que quelqu'un utilise votre œuvre protégée sans votre autorisation, vous pouvez suivre le processus décrit ici https://fr.player.fm/legal.
The new open source AI book from PremAI starts with “As a data scientist/ML engineer/developer with a 9 to 5 job, it’s difficult to keep track of all the innovations.” We couldn’t agree more, and we are so happy that this week’s guest Casper (among other contributors) have created this resource for practitioners.
During the episode, we cover the key categories to think about as you try to navigate the open source AI ecosystem, and Casper gives his thoughts on fine-tuning, vector DBs & more.
Changelog++ members save 3 minutes on this episode because they made the ads disappear. Join today!
Sponsors:
- Changelog News – A podcast+newsletter combo that’s brief, entertaining & always on-point. Subscribe today.
- Fastly – Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com
- Fly.io – The home of Changelog.com — Deploy your apps and databases close to your users. In minutes you can run your Ruby, Go, Node, Deno, Python, or Elixir app (and databases!) all over the world. No ops required. Learn more at fly.io/changelog and check out the speedrun in their docs.
Featuring:
- Casper da Costa-Luis – GitHub
- Chris Benson – Twitter, GitHub, LinkedIn, Website
- Daniel Whitenack – Twitter, GitHub, Website
Show Notes:
State of Open Source AI Book - 2023 Edition
Something missing or broken? PRs welcome!
Chapitres
1. Welcome to Practical AI (00:00:00)
2. Advent of Gen AI (00:00:43)
3. PremAI open source AI (00:02:03)
4. How to categorize open source AI (00:05:33)
5. Different types of open (00:08:44)
6. Alighned vs unaligned models (00:12:13)
7. The AI ecosystem (00:13:47)
8. Value of fine-tuning (00:16:06)
9. Large vision models (00:18:58)
10. The major model families (00:20:05)
11. Community around the book (00:22:51)
12. Where to find the book (00:25:00)
13. Sponsor: Changelog News (00:26:36)
14. How to use the book (00:28:20)
15. Desktop apps in open source AI (00:31:08)
16. Reflecting on the book (00:35:12)
17. Hot takes (00:36:21)
18. Encouraging open source contribution (00:37:25)
19. Closing thoughts (00:40:18)
20. Outro (00:41:41)
293 episodes
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Similaire à Practical AI: Machine Learning, Data Science, LLM
Discover a whole new take on Artificial Intelligence with Squirro's educational podcast! Join host Lauren Hawker Zafer, a top voice in Artificial Intelligence on LinkedIn, for insightful chats that unravel the fascinating world of tech innovation, use case exploration and AI knowledge. Dive into candid discussions with accomplished industry experts and established academics. With each episode, you'll expand your grasp of cutting-edge technologies and their incredible impact on society, and y ...
…
continue reading
Conversations about science, technology, history, philosophy and the nature of intelligence, consciousness, love, and power. Lex is an AI researcher at MIT and beyond.
…
continue reading
The Data Skeptic Podcast features interviews and discussion of topics related to data science, statistics, machine learning, artificial intelligence and the like, all from the perspective of applying critical thinking and the scientific method to evaluate the veracity of claims and efficacy of approaches.
…
continue reading
Why do only 10% of companies succeed with AI? In this series by MIT SMR and BCG, we talk to the leaders who've achieved big wins with AI in their companies and learn how they did it. Hear what gets experts from companies like NASA, Github, and others excited to do their jobs every day and what they consider the keys to their success.
…
continue reading
The Twenty Minute VC (20VC) interviews the world's greatest venture capitalists with prior guests including Sequoia's Doug Leone and Benchmark's Bill Gurley. Once per week, 20VC Host, Harry Stebbings is also joined by one of the great founders of our time with prior founder episodes from Spotify's Daniel Ek, Linkedin's Reid Hoffman, and Snowflake's Frank Slootman. If you would like to see more of The Twenty Minute VC (20VC), head to www.20vc.com for more information on the podcast, show note ...
…
continue reading
Decoder is a show from The Verge about big ideas — and other problems. Verge editor-in-chief Nilay Patel talks to a diverse cast of innovators and policymakers at the frontiers of business and technology to reveal how they’re navigating an ever-changing landscape, what keeps them up at night, and what it all means for our shared future.
…
continue reading
Embedded is the show for people who love gadgets. Making them, breaking them, and everything in between. Weekly interviews with engineers, educators, and enthusiasts. Find the show, blog, and more at embedded.fm.
…
continue reading
Africa-focused technology, digital and innovation ecosystem insight and commentary.
…
continue reading
Software's best weekly news brief, deep technical interviews & talk show.
…
continue reading
Show notes are at https://stevelitchfield.com/sshow/chat.html
…
continue reading
Player FM - Application Podcast
Mettez-vous hors ligne avec l'application Player FM !
Mettez-vous hors ligne avec l'application Player FM !
