Tag: deep-learning

All the articles with the tag "deep-learning".

• Understanding Transformer Architecture: A Deep Dive into Attention Mechanisms

  Published on:December 15, 2024

  •3 min read

  A comprehensive analysis of the Transformer architecture, exploring self-attention mechanisms, positional encoding, and their impact on modern NLP.

• Gradient Descent Optimization: From SGD to Adam

  Published on:December 5, 2024

  •3 min read

  A comprehensive exploration of gradient descent optimization algorithms, comparing SGD, Momentum, RMSprop, and Adam with mathematical insights and practical implementations.