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Chip Huyen
Machine learning production. Math + OSS + storytelling. Working on ML Interviews book. Prev: Nvidia, Netflix, Primer, Stanford.
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Chip Huyen 2. velj
I have this working theory that more vague the description of your AI startup, the higher your valuation. What does "liberate your data", "allow data to move like the air you breathe”, “we lived and breathed data science”, “AI that delivers impact, not accuracy” even mean?
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Chip Huyen 29. sij
2010: mobile first 2016: AI first 2020: privacy first It’s exciting to see so many startups working on data privacy. My prediction is that 5 years from now, we'll look back and cringe at how primitive we are all about our privacy right now.
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Chip Huyen 26. sij
10 hours fixing a bug = 5h looking for that bug + 1m fixing + 4h59m complaining to everyone about it
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Chip Huyen 26. sij
I talk to a lot of ML tooling companies (3 startups today!) and I've spent so much time building infra for ML production. I'm thinking of starting a monthly newsletter about ML production ecosystem but I'm not sure if the world needs another newsletter. What do you think?
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Chip Huyen 23. sij
I told my mom I wish someone would invite me to give a talk in Australia so I could visit. The week after I got the invite from University of Adelaide 🙏😳🦘 I also really want to visit Brazil, Japan, South Africa. Can someone invite me too? Is it possible to be lucky twice 😅
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Chip Huyen 20. sij
I analyzed compensation & level details of 19k tech workers to find answers to: 1. How long does it take for SWEs to reach a certain level? 2. Compensations across jobs/levels? 3. Do women get paid less than men in tech? 4. Is there a deadline for SWEs?
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Chip Huyen 17. sij
My date: “You’re my number 1.” Me: “Are you zero indexed or one indexed?” Me: *single*
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Chip Huyen 16. sij
- 2.7 million have enrolled in Andrew Ng’s Machine Learning course - Geoffrey Hinton has been cited 340k times - TensorFlow has been used in 60k OSS projects Hypothesis: in 5 years, when these millions of students have gained hands-on experience, we'll have AI skills overflow.
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Chip Huyen 13. sij
I've been at this startup for less than a month and I've been exposed to so many problems I didn't even know existed. I'm of the increasing belief that everyone should try a startup early in their career, e.g. within the first 3 years/before settling into complacency.
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Chip Huyen 12. sij
Ayy how's your Saturday night going I just spent the last 3 hours trying to find that extra comma in a 20k row csv file and I'm beginning to question my entire career choice
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Chip Huyen 10. sij
Workera recently published a report on AI career pathways. It doesn't mention hardware. I also don't see the difference b/w SWE-ML & ML Engineer. But it highlights some important distinctions. I also like talk on the structure of AI teams
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Chip Huyen 8. sij
I don't understand people who don't need coffee it's like going through life without cheat codes
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Chip Huyen 5. sij
What are some of the best-written papers you've come across? My favorite so far: Computing Machinery and Intelligence by Alan Turing. A great example of complex ideas made easy to grasp: Turing explained intelligence using party games!
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Chip Huyen 2. sij
A reminder for those hoping to get a machine learning role at a startup in 2020: most startups aren't looking for ml experts. They want good engineers, sales people, developer advocates. But don't let that deter you. Hard work pays off, though not always in the form you expected.
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Chip Huyen 30. pro
These books shaped my last decade, and since it was my coming-of-age, these books shaped who I am. I've coerced some of my friends to show me their lists and loved everything I saw. I would love to see your list too :-)
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Chip Huyen 27. pro
Reasons I love writing and think everyone should write more: 1. To organize your thoughts 2. To learn: the best way to learn is to write/teach 3. To keep you accountable 4. To document your progress 5. To write better 6. To put your name out there 7. To enjoy the beauty of words
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Chip Huyen 26. pro
Looking back, my last decade was like a neural network. Some parts were linear. Some were nonlinear. I never seemed to get enough data, and always got stuck in local minima. There was a lot of learning. I can't explain how any of it worked, but the results came out alright.
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Chip Huyen 24. pro
It's incredibly sad for me to say that my time at NVIDIA has ended. I'm grateful for the chance to work w/ so many wonderful people on challenging projects. As I'm going on a new adventure, I put down a quick note on the lessons I learned over the year.
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Chip Huyen 21. pro
When you get a new notification and hope it's your crush but it's just another recruiter asking if you're interested in joining a machine learning startup that doesn't have a client yet but already has a 9-figure valuation 🙄
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Chip Huyen 19. pro
8 years ago today, I lost my grandpa who raised me. They told me he died saying my name. He wanted to see me one last time, and I couldn't make it. If you love someone, please make time to see them. I'd give the world to see my grandpa again, but even the world isn't enough.
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