🔮The Codex
Deep Learning
A subset of AI using neural networks with many layers to learn complex patterns.
📖 Apprentice Explanation
Deep learning is what makes modern AI so powerful. It uses many layers of processing to understand complex things like language, images, and music — similar to how your brain processes information in stages.
🧙 Archmage Notes
Deep learning leverages hierarchical feature learning through multiple non-linear transformations. Key advances include residual connections, batch normalization, dropout, and attention mechanisms. Requires large datasets and significant compute (GPUs/TPUs).