Real-time Machine Learning with Chip Huyen // MLOps Coffee Sessions

MLOps Coffee Sessions #133 {Podcast BTS} with Chip Huyen, Real-time Machine Learning with Chip Huyen co-hosted by Vishnu Rachakonda.
// Abstract
We talk about forcing functions and how you can supercharge learning by putting yourself into a situation where you have a responsibility to others to learn.
// Bio
Chip Huyen is a co-founder of Claypot AI, a platform for real-time machine learning. Previously, she was with Snorkel AI and NVIDIA. She teaches CS 329S: Machine Learning Systems Design at Stanford. She’s the author of the book Designing Machine Learning Systems, an Amazon bestseller in AI.
// MLOps Jobs board
mlops.pallet.x...
// MLOps Swag/Merch
mlops-communit...
// Related Links
Landing page: claypot.ai
Designing Machine Learning Systems book: www.amazon.com...
Talk to them about real-time machine learning - [e-mail]
Building real-time ML infra @ClaypotAI Teaching ML Sys Design @Stanford Designing ML Systems: t.co/1KIsADXZNy
-------------- ✌️Connect With Us ✌️ ------------
Join our slack community: go.mlops.commu...
Follow us on Twitter: @mlopscommunity
Sign up for the next meetup: go.mlops.commu...
Catch all episodes, blogs, newsletters, and more: mlops.community/
Connect with Demetrios on LinkedIn: / dpbrinkm
Connect with Vishnu on LinkedIn: / vrachakonda
Connect with Chip on LinkedIn: / chiphuyen
Timestamps:
[00:00] Chip's preferred coffee
[00:39] Takeaways and introduction to Chip Huyen
[05:33] Chip's discord server
[08:12] MLOps evangelist
[10:27] Chip's system of learning
[13:30] Having too much expectations makes you scared
[14:10] How Chip went about her book and courses
[18:49] When and when not to go real-time
[21:03] Complexity with streaming or real-time
[23:08] Company mistakes that should be avoided
[26:53] Chip's focus
[32:15] The topic Chip wished she focused more about
[36:24] What part of streaming do people need to understand more about?
[42:12] China is advanced in MLOps
[47:06] Chip's interesting bucket list
[50:18] You don't publish everything you write
[53:16] Chip's Places to learn
[56:13] Chip's journey in and out of academe
[57:35] Closing

[@txreal2]

Did you know this about Chip? Wow!
In her biography, she mentioned "...After high school, I went to Brunei for a 3-day vacation which turned into a 3-year trip through Asia, Africa, and South America. During my trip, I worked as a Bollywood extra, a casino hostess, and a street performer."
As admirably, from a little girl... chasing grasshoppers in a small rice-farming village in Vietnam...to a writer and a computer scientist. 👏👏

[@MuffinBuster]

Chip is great. Always learn something in her talks, including this interview 👍

[@MLOps]

She is amazing! Super down to earth and kind and able to relate complicated topics in simple ways!

[@Djdavidnyan]

Awesome interview! Send Chip's books our way!!

[@MLOps]

Stay up to date with everything we are doing in the MLOPs community and subscribe to our MLOps Newsletters: airtable.com/shrx9X19pGTWa7U3Y

[@plattenschieber]

I‘m a Senior MLOps Engineer and still didn’t get her book 😮 If you get your hands on some books from O’Reilly, I definitely would want one ☝️ ❤

[@AIMLBites]

It is always great to hear from the masters. Would be glad to receive the books :)

[@MLOps]

Lets see what we can do!

[@amanditafbri]

I looooved it 💜

[@bernardogalvao4448]

It would help me heaps to get that book for sure!

[@MLOps]

Working on it!

[@ml-engineer]

I really enjoyed that Coffee session ❤

[@MLOps]

Thank you!