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/

Episoder(136)

Anthony Goldbloom — How to Win Kaggle Competitions

Anthony Goldbloom — How to Win Kaggle Competitions

Anthony Goldbloom is the founder and CEO of Kaggle. In 2011 & 2012, Forbes Magazine named Anthony as one of the 30 under 30 in technology. In 2011, Fast Company featured him as one of the innovative t...

9 Sep 202044min

Suzana Ilić — Cultivating Machine Learning Communities

Suzana Ilić — Cultivating Machine Learning Communities

👩‍💻Today our guest is Suzanah Ilić!Suzanah is a founder of Machine Learning Tokyo which is a nonprofit organization dedicated to democratizing Machine Learning. They are a team of ML Engineers and R...

2 Sep 202034min

Jeremy Howard — The Story of fast.ai and Why Python Is Not the Future of ML

Jeremy Howard — The Story of fast.ai and Why Python Is Not the Future of ML

Jeremy Howard is a founding researcher at fast.ai, a research institute dedicated to making Deep Learning more accessible. Previously, he was the CEO and Founder at Enlitic, an advanced machine learni...

25 Aug 202051min

Anantha Kancherla — Building Level 5 Autonomous Vehicles

Anantha Kancherla — Building Level 5 Autonomous Vehicles

As Lyft’s VP of Engineering, Software at Level 5, Autonomous Vehicle Program, Anantha Kancherla has a birds-eye view on what it takes to make self-driving cars work in the real world. He previously wo...

12 Aug 202044min

Bharath Ramsundar — Deep Learning for Molecules and Medicine Discovery

Bharath Ramsundar — Deep Learning for Molecules and Medicine Discovery

Bharath created the deepchem.io open-source project to grow the deep drug discovery open source community, co-created the moleculenet.ai benchmark suite to facilitate development of molecular algorith...

5 Aug 202055min

Peter Skomoroch — Product Management for AI

Peter Skomoroch — Product Management for AI

👨🏻‍💻Our guest on this episode of Gradient Dissent is Peter Skomoroch!Peter is the former head of data products at Workday and LinkedIn. Previously, he was the cofounder and CEO of venture-backed de...

21 Jul 20201h 27min

Josh Tobin — Productionizing ML Models

Josh Tobin — Productionizing ML Models

Josh Tobin is a researcher working at the intersection of machine learning and robotics. His research focuses on applying deep reinforcement learning, generative models, and synthetic data to problems...

8 Jul 202048min

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