Machine learning 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

Use cases

• →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