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Machine learning at scale

machinelearningatscale.com

A Substack publication delivering weekly insights on machine learning systems and engineering at scale.

What it does

Machine Learning at Scale is a Substack publication by Ludovico Bessi that delivers weekly insights on machine learning systems from top tech companies. It aims to help machine learning engineers upskill and become x10 engineers by providing high-quality content on topics like RAG systems, LLM optimizations, LLM training, and ML system design. The publication also features tools used by machine learning engineers and deep dives into specific topics.

How to use: Subscribe to the Machine Learning at Scale Substack publication to receive weekly insights directly in your inbox. You can also access the archive of past articles on the website and explore resources like the YouTube channel and ML System design course (coming soon).

Core features

Weekly newsletter with high-quality insights
Deep dives into ML topics
Tools used by Machine Learning engineers
ML System design course (coming soon)
YouTube channel (coming soon)
Archive of past articles

Best for

Upskilling as a Machine Learning engineer
Learning about ML systems at scale
Staying updated on the latest ML tools and techniques
Understanding ML system design principles
Toolspool rankingby monthly traffic

Tutorials

Step-by-step: exactly how to get things done with it.