Machine Learning in Production (CMU Course)

#1

Post by azhenley » Tue, Jan 28, 2025, 1:18 AM UTC

Machine Learning in Production (CMU Course)
mlip-cmu.github.io

Re: Machine Learning in Production (CMU Course)

#2

Post by daft_pink » Tue, Jan 28, 2025, 1:41 AM UTC

Can anyone sign up or do we have to get accepted into one of the top computer science programs in the country?

Re: Machine Learning in Production (CMU Course)

#3

Post by whymauri » Tue, Jan 28, 2025, 1:46 AM UTC

daft_pink wrote: post #2

Can anyone sign up or do we have to get accepted into one of the top computer science programs in the country?

They posted class notes, book chapters, additional readings, and the class assignments.

Looks good to me! Same with the LLM Systems course.

Re: Machine Learning in Production (CMU Course)

#4

Post by [deleted] » Tue, Jan 28, 2025, 1:50 AM UTC

daft_pink wrote: post #2

Can anyone sign up or do we have to get accepted into one of the top computer science programs in the country?

[deleted]

Re: Machine Learning in Production (CMU Course)

#5

Post by golly_ned » Tue, Jan 28, 2025, 1:55 AM UTC

I've worked on ML platforms and systems for 9.5 years at every scale. The material looks great.

Re: Machine Learning in Production (CMU Course)

#6

Post by lincpa » Tue, Jan 28, 2025, 2:02 AM UTC

[dead]

Re: Machine Learning in Production (CMU Course)

#7

Post by yucatansunshine » Tue, Jan 28, 2025, 2:22 AM UTC

whymauri wrote: post #3

daft_pink wrote: post #2

Can anyone sign up or do we have to get accepted into one of the top computer science programs in the country?

They posted class notes, book chapters, additional readings, and the class assignments. Looks good to me! Same with the LLM Systems course.

which LLM systems course are you referencing?

Re: Machine Learning in Production (CMU Course)

#8

Post by astahlx » Tue, Jan 28, 2025, 2:37 AM UTC

Great to see this course here. Christian is also great as a person and he makes great work. I know some of the beginnings of this course and book and can highly recommend it.

Re: Machine Learning in Production (CMU Course)

#9

Post by elashri » Tue, Jan 28, 2025, 2:40 AM UTC

yucatansunshine wrote: post #7

whymauri wrote: post #3

Earlier quoted context omitted.

They posted class notes, book chapters, additional readings, and the class assignments. Looks good to me! Same with the LLM Systems course.

which LLM systems course are you referencing?

probably https://llmsystem.github.io/llmsystem2024spring/

Re: Machine Learning in Production (CMU Course)

#10

Post by wavelander » Tue, Jan 28, 2025, 2:41 AM UTC

yucatansunshine wrote: post #7

whymauri wrote: post #3

Earlier quoted context omitted.

They posted class notes, book chapters, additional readings, and the class assignments. Looks good to me! Same with the LLM Systems course.

which LLM systems course are you referencing?

https://llmsystem.github.io/llmsystem2024spring/docs/Syllabu...