Posts tagged: Machine Learning
3 posts found
Technical Posts (3)
Tech
The Production ML Pipeline Nobody Tells You About
Your model hit 91% accuracy in Jupyter. Adorable. Now deploy it to production where data drifts, APIs fail silently, and your beautiful notebook becomes 90% plumbing code. Welcome to the real ML game.
Machine Learning MLOps Production Systems
December 2, 2025 • 9 min read
Tech
Outliers Aren't Noise They're the Signal You're Ignoring
That data point 6 sigma out? You just deleted the fraud, the edge case that breaks production, and the future screaming at you. Why your reflex to remove outliers is murdering the only signal that matters.
Data Science Machine Learning Statistics
November 25, 2025 • 10 min read
Tech
Your RAG System Is Just a Really Tall Tree
Ever wondered what happens when you call .similarity_search()? Journey from Binary Search Trees to K-D Trees to modern vector databases, and understand the evolution behind RAG retrieval.
RAG Vector Search Data Structures
November 16, 2025 • 7 min read