guide
machine-learning-systems-design
| guide | machine-learning-systems-design | |
|---|---|---|
| 2 | 7 | |
| 3 | 8,346 | |
| - | - | |
| 2.7 | 0.0 | |
| 12 months ago | about 1 year ago | |
| HTML | HTML | |
| GNU General Public License v3.0 or later | - |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
guide
- Citizen Science Skilling for Library Staff, Researchers, and the Public, published by the LIBER Citizen Science Working Group
-
Book Launch: Citizen Science Skilling for Library Staff, Researchers, and the Public
Artwork and page spreads: https://github.com/cs4rl/guide/tree/main/artwork
machine-learning-systems-design
-
Any recent E4 Meta onsite experiences?
huyenchip.com/machine-learning-systems-design/toc.html - another nice but compact resource
-
DevOps or SWE Courses for ML?
This also looks good: https://github.com/chiphuyen/machine-learning-systems-design
- ML System Design/Case Study Preparation material
-
100+ Must Know Github Repositories For Any Programmer
14. Machine Learning Systems Design
-
Interviewing for a Senior ML Engineer position
For ML system design, the best thing I have found so far is Chip Huyen's booklet - Machine Learning Systems Design. And of course, for generic system design - The System Design Primer.
- [D] Current ML Engineer Searching for Career Advice
-
A friendly introduction to machine learning compilers and optimizers
I like Chip Huyen, she always writes about interesting stuff we overlook. I liked her system design for machine learning course too.
What are some alternatives?
papis - Powerful and highly extensible command-line based document and bibliography manager.
You-Dont-Know-JS - A book series on JavaScript. @YDKJS on twitter.
data-science-interviews - Data science interview questions and answers
nodebestpractices - :white_check_mark: The Node.js best practices list (February 2024)
system-design-primer - Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
awesome-algorithms - A curated list of awesome places to learn and/or practice algorithms.
developer-roadmap - Interactive roadmaps, guides and other educational content to help developers grow in their careers.
50projects50days - 50+ mini web projects using HTML, CSS & JS
clean-code-javascript - :bathtub: Clean Code concepts adapted for JavaScript
reactjs.org - The React documentation website [Moved to: https://github.com/reactjs/react.dev]
system-design-interview - System design interview for IT companies
complete-javascript-course - Starter files, final projects, and FAQ for my Complete JavaScript course