Chip Huyen — ML Research and Production Pipelines

Chip Huyen — ML Research and Production Pipelines

Chip Huyen is a writer and computer scientist currently working at a startup that focuses on machine learning production pipelines. Previously, she’s worked at NVIDIA, Netflix, and Primer. She helped launch Coc Coc - Vietnam’s second most popular web browser with 20+ million monthly active users. Before all of that, she was a best selling author and traveled the world.

Chip graduated from Stanford, where she created and taught the course on TensorFlow for Deep Learning Research.


Check out Chip's recent article on ML Tools: https://huyenchip.com/2020/06/22/mlops.html

Follow Chip on Twitter: https://twitter.com/chipro

And on her Website: https://huyenchip.com/


Visit our podcasts homepage for transcripts and more episodes!

www.wandb.com/podcast


🔊 Get our podcast on Apple and Spotify!

Apple Podcasts: https://bit.ly/2WdrUvI

Spotify: https://bit.ly/2SqtadF


We started Weights and Biases to build tools for Machine Learning practitioners because we care a lot about the impact that Machine Learning can have in the world and we love working in the trenches with the people building these models. One of the most fun things about these building tools has been the conversations with these ML practitioners and learning about the interesting things they’re working on. This process has been so fun that we wanted to open it up to the world in the form of our new podcast called Gradient Dissent. We hope you have as much fun listening to it as we had making it!


👩🏼‍🚀Weights and Biases:

We’re always free for academics and open source projects. Email carey@wandb.com with any questions or feature suggestions.


- Blog: https://www.wandb.com/articles

- Gallery: See what you can create with W&B - https://app.wandb.ai/gallery

- Continue the conversation on our slack community - http://bit.ly/wandb-forum


🎙Host: Lukas Biewald - https://twitter.com/l2k

👩🏼‍💻Producer: Lavanya Shukla - https://twitter.com/lavanyaai

📹Editor: Cayla Sharp - http://caylasharp.com/

Tämä jakso on lisätty Podme-palveluun avoimen RSS-syötteen kautta eikä se ole Podmen omaa tuotantoa. Siksi jakso saattaa sisältää mainontaa.

Jaksot(136)

AI in electronics: Quilter’s journey in PCB design

AI in electronics: Quilter’s journey in PCB design

In this episode of Gradient Dissent, Sergiy Nesterenko, CEO of Quilter, joins host Lukas Biewald to discuss the groundbreaking use of reinforcement learning in PCB design. Learn how Quilter automates ...

6 Kesä 202443min

The Future of AI in Coding with Codeium CEO Varun Mohan

The Future of AI in Coding with Codeium CEO Varun Mohan

In this episode of Gradient Dissent, Varun Mohan, Co-Founder & CEO of Codeium, joins host Lukas Biewald to discuss the transformative power of AI in coding. They explore how Codeium evolved from GPU v...

23 Touko 202454min

Shaping AI Benchmarks with Together AI Co-Founder Percy Liang

Shaping AI Benchmarks with Together AI Co-Founder Percy Liang

In this episode of Gradient Dissent, Together AI co-founder and Stanford Associate Professor Percy Liang joins host, Lukas Biewald, to discuss advancements in AI benchmarking and the pivotal role that...

9 Touko 202453min

Accelerating drug discovery with AI: Insights from Isomorphic Labs

Accelerating drug discovery with AI: Insights from Isomorphic Labs

In this episode of Gradient Dissent, Isomorphic Labs Chief AI Officer Max Jaderberg, and Chief Technology Officer Sergei Yakneen join our host Lukas Biewald to discuss the advancements in biotech and ...

25 Huhti 20241h 10min

Redefining AI Hardware for Enterprise with SambaNova’s Rodrigo Liang

Redefining AI Hardware for Enterprise with SambaNova’s Rodrigo Liang

🚀 Discover the cutting-edge AI hardware development for enterprises in this episode of Gradient Dissent, featuring Rodrigo Liang, CEO of SambaNova Systems. Rodrigo Liang’s journey from Oracle to foun...

11 Huhti 202453min

Navigating the Vector Database Landscape with Pinecone's Edo Liberty

Navigating the Vector Database Landscape with Pinecone's Edo Liberty

🚀 This episode of Gradient Dissent welcomes Edo Liberty, the mind behind Pinecone's revolutionary vector database technology.As a former leader at Amazon AI Labs and Yahoo's New York lab, Edo Liberty...

28 Maalis 20241h 6min

Transforming Data into Business Solutions with Salesforce AI CEO, Clara Shih

Transforming Data into Business Solutions with Salesforce AI CEO, Clara Shih

🚀 In this episode of Gradient Dissent, we explore the revolutionary impact of AI across industries with Clara Shih, CEO of Salesforce AI and Founder of Hearsay Systems. Dive into Salesforce AI's cutt...

14 Maalis 202458min

Upgrading Your Health: Navigating AI's Future In Healthcare with John Halamka of Mayo Clinic Platform

Upgrading Your Health: Navigating AI's Future In Healthcare with John Halamka of Mayo Clinic Platform

In the newest episode of Gradient Dissent, we explore the intersecting worlds of AI and Healthcare with John Halamka, President of the Mayo Clinic Platform.Journey with us down John Halamka's remarkab...

29 Helmi 20241h 4min

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