Model Selection on Abdullah Al Mamun https://www.newabdullah.com/tags/model-selection/ Recent content in Model Selection on Abdullah Al Mamun Abdullah Al Mamun https://www.newabdullah.com/og-default.png https://www.newabdullah.com/og-default.png Hugo en newabdullah 2025 Thu, 17 Sep 2026 00:00:00 +0000 Every ML Model You Must Know, and When to Actually Use It https://www.newabdullah.com/posts/every-ml-model-when-to-use/ Thu, 17 Sep 2026 00:00:00 +0000 https://www.newabdullah.com/posts/every-ml-model-when-to-use/ A field guide to picking ML models: why gradient boosting is still what you ship on production tables, where TabPFN changed the small-data story, how trees, forests, boosting, kNN and k-means actually work inside, when deep learning is genuinely the answer, and the data problems that sink more projects than model choice ever does.