Machine Learning at Scale

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.

Key Features of Machine Learning at Scale

• 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 for Machine Learning at Scale

• 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