Chip Huyen (@chipro) / X

Chip Huyen

578 posts

Chip Huyen

@chipro

@aisysbooks @goodailist AI Engineering: amazon.com/dp/1098166302 Designing MLSys: amazon.com/dp/1098107969 Reading @chipslib

San Francisco, CA

Joined June 2008

@chipro

See Chip Huyen’s full profile

Open X

Pinned
Chip Huyen
@chipro
Jan 7, 2025
My 8000-word note on agents: huyenchip.com//2025/01/07/ag… Covering: 1. An overview of agents 2. How the capability of an AI-powered agent is determined by the set of tools it has access to and its capability for planning 3. How to select the best set of tools for your agent 4.
Agents
From huyenchip.com
58
458
2.8K
387K
Chip Huyen
@chipro
Nov 14, 2025
Sam!!!
Sam Altman
@sama
Nov 14, 2025
Small-but-happy win: If you tell ChatGPT not to use em-dashes in your custom instructions, it finally does what it's supposed to do!
189
192
10K
1.5M
Chip Huyen
@chipro
Aug 3, 2025
$100 for anyone who can show me how to get ChatGPT to stop using emdashes. it's driving me insane
1.3K
218
8.8K
3.8M
Chip Huyen
@chipro
Aug 3, 2019
This thread is a combination of 10 free online courses on machine learning that I find the most helpful. They should be taken in order.
85
2K
7.3K
Chip Huyen
@chipro
Nov 24, 2019
I wrote an 8k word doc on machine learning systems design. This covers: 1. Project setup 2. Data pipeline 3. Training & debugging 4. Serving with case studies, resources, and 27 exercises. This is the 1st draft so feedback is much needed. Thank you! github.com/chiphuyen/mach…
75
1.6K
6.9K
Chip Huyen
@chipro
Oct 12, 2020
Machine learning engineering is 10% machine learning and 90% engineering.
74
482
6.6K
Chip Huyen
@chipro
Jun 16, 2022
OMG I'M SO HAPPY IT'S FINALLY HERE!!!
139
260
6.4K
Chip Huyen
@chipro
Oct 11, 2020
Things I’d prioritize learning if I was to study to become a ML engineer again: 1. Version control 2. SQL + NoSQL 3. Python 4. Pandas/Dask 5. Data structures 6. Prob & stats 7. ML algos 8. Parallel computing 9. REST API 10. Kubernetes + Airflow 11. Unit/integration tests
122
1.1K
6.4K
Chip Huyen
@chipro
Jan 9, 2025
Finally got my copy! “AI Engineering” is officially out 🙏 🎉
217
388
6.2K
422K
Chip Huyen
@chipro
Dec 4, 2024
It’s done! 150,000 words, 200+ illustrations, 250 footnotes, and over 1200 reference links. My editor just told me the manuscript has been sent to the printers. - The ebook will be coming out later this week. - Paperback copies should be available in a few weeks (hopefully
170
583
5.7K
356K
Chip Huyen
@chipro
Jan 17, 2020
My date: “You’re my number 1.” Me: “Are you zero indexed or one indexed?” Me: *single*
50
455
3.8K
Chip Huyen
@chipro
Feb 8, 2022
Sooo I wrote a 13,000-word lecture note on data distribution shifts, monitoring, and causes of ML failures. This was very difficult for me to write, because academia & industry literature use very different terminology.  Feedback appreciated 🙏 docs.google.com/document/d/14u…
40
672
3.7K
Chip Huyen
@chipro
Feb 4, 2021
So I wrote a 5400-word lecture note on the basics of data engineering for my students, covering: * data formats (row- vs. column-based, text vs. binary) * ETL * batch processing vs. stream processing * training datasets WIP. Feedback much appreciated! docs.google.com/document/d/1b9…
76
676
3.6K
Chip Huyen
@chipro
May 16, 2022
My editors just shared with me the feedback from early reviewers and I'm in tears 😭 With the help of so many people, I worked really hard on this book. I'm grateful that people gave it a chance. Read the book online: learning.oreilly.com/library/view/d… Pre-order: amazon.com/Designing-Mach…
74
379
3.5K