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)

Sean Taylor — Business Decision Problems

Sean Taylor — Business Decision Problems

Sean joins us to chat about ML models and tools at Lyft Rideshare Labs, Python vs R, time series forecasting with Prophet, and election forecasting.---Sean Taylor is a Data Scientist at (and former He...

13 Mai 202145min

Polly Fordyce — Microfluidic Platforms and Machine Learning

Polly Fordyce — Microfluidic Platforms and Machine Learning

Polly explains how microfluidics allow bioengineering researchers to create high throughput data, and shares her experiences with biology and machine learning. ---Polly Fordyce is an Assistant Profess...

29 Apr 202145min

Adrien Gaidon — Advancing ML Research in Autonomous Vehicles

Adrien Gaidon — Advancing ML Research in Autonomous Vehicles

Adrien Gaidon shares his approach to building teams and taking state-of-the-art research from conception to production at Toyota Research Institute.---Adrien Gaidon is the Head of Machine Learning Res...

22 Apr 202148min

Nimrod Shabtay — Deployment and Monitoring at Nanit

Nimrod Shabtay — Deployment and Monitoring at Nanit

A look at how Nimrod and the team at Nanit are building smart baby monitor systems, from data collection to model deployment and production monitoring.---Nimrod Shabtay is a Senior Computer Vision Alg...

15 Apr 202133min

Chris Mattmann — ML Applications on Earth, Mars, and Beyond

Chris Mattmann — ML Applications on Earth, Mars, and Beyond

Chris shares some of the incredible work and innovations behind deep space exploration at NASA JPL and reflects on the past, present, and future of machine learning.---Chris Mattmann is the Chief Tech...

8 Apr 202142min

Vladlen Koltun — The Power of Simulation and Abstraction

Vladlen Koltun — The Power of Simulation and Abstraction

From legged locomotion to autonomous driving, Vladlen explains how simulation and abstraction help us understand embodied intelligence.---Vladlen Koltun is the Chief Scientist for Intelligent Systems ...

1 Apr 202149min

Dominik Moritz — Building Intuitive Data Visualization Tools

Dominik Moritz — Building Intuitive Data Visualization Tools

Dominik shares the story and principles behind Vega and Vega-Lite, and explains how visualization and machine learning help each other.---Dominik is a co-author of Vega-Lite, a high-level visualizatio...

25 Mar 202139min

Cade Metz — The Stories Behind the Rise of AI

Cade Metz — The Stories Behind the Rise of AI

How Cade got access to the stories behind some of the biggest advancements in AI, and the dynamic playing out between leaders at companies like Google, Microsoft, and Facebook.Cade Metz is a New York ...

18 Mar 202149min

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