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)

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1 Kesä 202351min

Deploying Autonomous Mobile Robots with Jean Marc Alkazzi at idealworks

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18 Touko 202358min

How EleutherAI Trains and Releases LLMs: Interview with Stella Biderman

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On this episode, we’re joined by Stella Biderman, Executive Director at EleutherAI and Lead Scientist - Mathematician at Booz Allen Hamilton.EleutherAI is a grassroots collective that enables open-sou...

4 Touko 202357min

Scaling LLMs and Accelerating Adoption with Aidan Gomez at Cohere

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On this episode, we’re joined by Aidan Gomez, Co-Founder and CEO at Cohere. Cohere develops and releases a range of innovative AI-powered tools and solutions for a variety of NLP use cases.We discuss:...

20 Huhti 202351min

Neural Network Pruning and Training with Jonathan Frankle at MosaicML

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Jonathan Frankle, Chief Scientist at MosaicML and Assistant Professor of Computer Science at Harvard University, joins us on this episode. With comprehensive infrastructure and software tools, MosaicM...

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Jasper AI's Dave Rogenmoser & Saad Ansari on Growing & Maintaining an LLM-Based Company

Jasper AI's Dave Rogenmoser & Saad Ansari on Growing & Maintaining an LLM-Based Company

About this episodeIn this episode of Gradient Dissent, Lukas interviews Dave Rogenmoser (CEO & Co-Founder) and Saad Ansari (Director of AI) of Jasper AI, a generative AI company with a focus on text g...

16 Maalis 20231h 9min

Shreya Shankar — Operationalizing Machine Learning

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