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HUM AI

A recap of Andrew Ng course (Machine Learning Specialization) on Coursera

Jun 14, 2026 · 3 min read · 0 claps #binary-cross-entropy #cost-function #coursera

Variational Autoencoders (VAEs) and Denoising Diffusion Probabilistic Models (DDPMs) are often presented as different generative models…

Mar 17, 2026 · 11 min read · 1 claps #importance-sampling #monte-carlo #variational-inference

HUM AI

Howdy all! It’s been 3 parts since I started the ML series. In this blog, we will see about instance based learning vs model based…

Nov 30, 2025 · 5 min read · 36 claps #instance-based-learning #model-based-learning #cost-function

When training machine learning models, the choice of loss function plays a critical role in determining how quickly and effectively the…

May 21, 2025 · 4 min read · 0 claps #cost-function #loss-function #gradient-descent

As we all know, convergence algorithms rely on tangent lines to move in the direction of the steepest descent, ultimately aiming to find…

May 15, 2025 · 3 min read · 26 claps #gradient-descent #tangent-line #cost-function

AI SCI

Understanding AI Models starting from Middle school Math

Nov 30, 2024 · 6 min read · 150 claps #ai #linear-regression #middle-school