Awesome-System-for-Machine-Learning
A curated list of research in machine learning systems (MLSys). Paper notes are also provided. (by HuaizhengZhang)
machine-learning-roadmap
Roadmap, guides and other educational content to help developers grow in their careers in the field of Machine Learning. (by rajtilakjee)
| Awesome-System-for-Machine-Learning | machine-learning-roadmap | |
|---|---|---|
| 1 | 5 | |
| 2,433 | 12 | |
| - | - | |
| 4.5 | 10.0 | |
| 16 days ago | over 1 year ago | |
| MIT License | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
Awesome-System-for-Machine-Learning
Posts with mentions or reviews of Awesome-System-for-Machine-Learning.
We have used some of these posts to build our list of alternatives
and similar projects.
-
[D]ML system design resources for interview (senior/staff level).
Just made few research on google so I don't know what it worth but you may have a look here: https://github.com/HuaizhengZhang/Awesome-System-for-Machine-Learning https://mercari.github.io/ml-system-design-pattern/
machine-learning-roadmap
Posts with mentions or reviews of machine-learning-roadmap.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-12-30.
- I learnt all the basics about python and had interest in learning about "AI development with python". and now I'm stuck cuz I don't know where to start. Can anyone give some advice to me ?
- Machine Learning Roadmap - a linear learning path to become a Machine Learning Engineer
-
Machine Learning Roadmap for Beginners and Non-tech People
If you want to get access to free resources, you can check out my repo: https://github.com/rajtilakjee/machine-learning-roadmap
- Machine Learning Roadmap that even people from non-tech background can follow
- Machine Learning Roadmap
What are some alternatives?
When comparing Awesome-System-for-Machine-Learning and machine-learning-roadmap you can also consider the following projects:
Awesome-Learning-with-Label-Noise - A curated list of resources for Learning with Noisy Labels
best-of-scala - 🏆 A ranked list of awesome Scala projects. Updated weekly.
awesome-deep-trading - List of awesome resources for machine learning-based algorithmic trading
cpsat-primer - Using and Understanding OR-Tools' CP-SAT: A Primer and Cheat Sheet