Deriving Optimal Deep Learning Models

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Gradient Descent in 3 minutes
Gradient Descent Explained
Diffusion Models: DDPM | Generative AI Animated
Score-based Diffusion Models | Generative AI Animated
MAMBA from Scratch: Neural Nets Better and Faster than Transformers
Optimization for Deep Learning (Momentum, RMSprop, AdaGrad, Adam)
Transformers, the tech behind LLMs | Deep Learning Chapter 5
Intuitively Understanding the Cross Entropy Loss
How to Derive the Best Slope and Intercept in a Simple Linear Regression

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Last Updated: June 11, 2026

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Gradient Descent Explained

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