Suguna Kanagaraj·Oct 24How Curiosity Led Me to “Attention Is All You Need” - The Paper Behind TransformersHow does ChatGPT understand our questions? How can AI connect words, understand context, and generate meaningful answers? What happens…
Janie Brook·Oct 15Don’t Submit an ML Take-Home Until It Passes These 7 ChecksPractical review for the moment your notebook works, your score looks good, and you’re tempted to hit send.
InSDG GroupbyJesus Blanco·Oct 13Stop adding machine learning techniques blindlyHow to achieve the largest performance gain with the least effortA response icon1A response icon1
Connie Zhou·Oct 5Mastering Distributed Systems — Part 4 The MapReduce Paradigm: From Theory to a Working…Why Google built it, how the execution model actually works, a from-scratch Python version you can run, and why it’s the wrong tool for…
Connie Zhou·Sep 28Mastering Distributed Systems — Part 3: Fundamentals Every Cloud Engineer (and MLE) Should Actually…CAP theorem, consistency models, replication, sharding, and consensus — with runnable Python and the interview questions they map to.
Satish Nepali·Sep 27My Machine Learning Zoomcamp 2026 Journey — Part 1: Getting Started with Machine LearningI’ve started the course Machine Learning Zoomcamp 2026, a hands on course with focus on learning ML through building and working with…A response icon1A response icon1
Connie Zhou·Sep 21Mastering Distributed Systems — Part 2: Parameter Servers vs.In Part 1, we explored why traditional MapReduce fails for iterative gradient descent and how memory-resident primitives transformed…
The Red Pill·Sep 14The business metric vs ML metric confusion that almost tanked a project I was proud ofI vividly recall the initial excitement. This became a humbling lesson in the critical process of aligning machine learning models with…
Petersmoritus·Sep 13How Much of “Real Estate” Growth Is Just Pretend Rent?Data sources: OECD National Accounts (SNA/ESA) and OECD Analytical House Price Indicators. Coverage: Up to 59 countries, spanning 1990–2024…
Rasmus Haapaniemi·Sep 10MLflow Gets Your Model Into the Registry. Now What?Private Python packages, independent model versions, and loading custom MLflow models into a production API
