https://jaidevd.com/tags/machine-learning/ Recent content in Machine-Learning on Jaidev's Blog Hugo -- gohugo.io en-us Mon, 23 Mar 2026 19:20:04 +0530 https://jaidevd.com/posts/plotcaptions/ Mon, 23 Mar 2026 19:20:04 +0530 https://jaidevd.com/posts/plotcaptions/ I’ve always been interested in how we narrate visual analytics. The hardest task in dataviz is not analysis or visualization, but figuring out what to say about it. I used to believe that a well designed chart does not need a narration. That may be valid, but over the years I’ve realized that it is the narrative that turns something that is merely pretty and insightful into something that is viral. https://jaidevd.com/posts/optimizing-torch-models/ Thu, 12 Mar 2026 13:00:00 +0530 https://jaidevd.com/posts/optimizing-torch-models/ ML researchers are from Mars and the ML engineers responsible for deploying models are from Venus. The two have vastly different motivations. The ML researcher’s job, given a dataset and some compute, is to find the lowest possible loss on a task. In this pursuit, no engineering cost is too high. No tech debt is too large. Worse still, if they get published, they must include their code in their paper.