Web app
Machine learning at scale
Machine Learning at Scale is a newsletter and resource hub for ML engineers. It offers case studies, design patterns, and career advice to help engineers build large-scale ML systems.
- Platform
- Web app
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- Indexed
- 2024-02-19
About Machine learning at scale
What is Machine Learning at Scale
Machine Learning at Scale is a platform created by Ludo, a Machine Learning engineer at Google, to help ML engineers upskill. It provides weekly insights through a newsletter, along with case studies, design patterns, and career advice. The content focuses on large-scale ML systems, including topics like LLM inference, recommendation systems, and search ranking. The platform also offers deep dives into ML systems and a YouTube channel, with an MLSys course coming soon.
Key features
The platform includes MLSys case studies and design patterns, covering areas such as LLM inference at scale, recommendation systems, search and ranking, and ads systems. It also provides ML career advice and deep dives into ML systems. Subscribers receive weekly high-quality insights. Additionally, there is a YouTube channel and an upcoming MLSys course. The content is aimed at engineers from leading companies, with over 10,000 subscribers.
Use cases
ML engineers can use this resource to learn about designing and implementing large-scale ML systems. The case studies and design patterns offer practical insights into handling high QPS, abuse detection, and transformer-based models. Career advice helps engineers progress in their roles. The platform also serves as a knowledge base for those interested in ML systems at scale, from recommendation systems to ads systems.
Pricing
The page does not mention any pricing information. The newsletter appears to be free to subscribe, and the content is accessible without cost. However, there may be future paid offerings such as the MLSys course, but no details are provided.
Questions
Machine learning at scale FAQ
- What is Machine learning at scale?
- Machine learning at scale is an AI tool available as a web app. Machine Learning at Scale is a newsletter and resource hub for ML engineers. It offers case studies, design patterns, and career advice to help engineers build large-scale ML systems.
- Is Machine learning at scale a web app, an extension or a native app?
- Machine learning at scale is a web app.
Listed in the AITOOLIST index since 2024-02-19.