#706 overall
Large Language Models: Application through Production
edX
1 recommender · 1 thread · recommended in 1 year, 2023 · score 0.7
An edX course on applying large language models and taking them to production. It covers practical use of LLMs in applications rather than their underlying theory.
One commenter recommends it as a follow-on for readers who are still interested in LLMs after working through foundational programming courses.
Recommendations by year
20062026
This.
That was my journey as a self-taught programmer who at one point realized had to learn the timeless foundations.
And then MIT's 6.005 [1], where you will apply all this with a realistic language (Java, although the concepts carry to any language), and learn how to design, code and test programs that "have no bugs, are easy to understand and ready for change".
And also learn a bit about algorithms, I don't think that one can design and understand properly without. And what is O(2^n) today will still be that in 100 years. MIT's 6.006 is amazing, both professor and TA [2].
I've seen Knuth's TAOCP recommended around here. Don't even consider that, do a course like 6.006 first, the Everest shouldn't be the first mountain you climb. Likewise favour HtDP over SICP at first, I've been there.
If after all this you are still interested in LLMs, I recommend EdX's "Large Language Models: Application through Production" [3]
[1] https://ocw.mit.edu/courses/6-005-software-construction-spri...
[2] https://ocw.mit.edu/courses/6-006-introduction-to-algorithms...
[3] https://www.edx.org/course/large-language-models-application...