Learn to build and deploy real machine learning systems
Hey there. I’m Luigi.
I lead machine learning teams, have taught graduate courses in data science, consulted for prominent Fortune 100s, and advised multiple startups.
My journey in machine learning led me to start my weekly newsletter with 2 goals:
- Make it easy for data scientists, ML engineers, and ML-focused product managers to find high-quality machine learning resources. It’s easy to find content for beginners, but much harder if you’re an experienced practitioner.
- Accurately describe what ML practitioners do in their day-to-day. I realized that what I do as a data scientist, and what the internet says I do as a data scientist, are NOT aligned. I want to fix that.
Each newsletter includes a brief summary and 5 summarized links to blog posts, journal papers, conference talks, and podcast episodes. Sometimes I write about specific technical concepts like how to use ensembles to combine multiple types of machine learning models or how to monitor model performance on subslices of your data rather than rely on aggregate performance metrics. Other times I’ll write about broader ideas, like comparing tech companies products to an organism’s nervous system. My focus is on finding and sharing the most valuable content I find, not just "the latest information."
Best part: it’s FREE!
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Don’t just take my word for it – here’s what readers have to say:
