<aside> 📌 A semi-technical guide to generative AI and selected areas of emerging research for understanding its applications.

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Neural Networks

• AssemblyAI: What is Deep Learning?
• 3blue1brown: What is a Neural Network?
• 3blue1brown: How Neural Networks Learn

Overfitting and Unstable Gradients

• AssemblyAI: What is Regularization?
• AssemblyAI: What is Batch Normalization?
• AssemblyAI: What is Layer Normalization?

Learning Paradigms

• IBM: Supervised vs. Unsupervised Learning
• AssemblyAI: Unsupervised Learning (Autoencoders)
• Towards Data Science: Reinforcement Learning 101

Architectures

• Dive into Deep Learning: Recurrent Neural Networks
• 3blue1brown: What is a Convolution?
• Google: Overview of GAN Structure

Generation as Search

• Jon Stokes: AI Content Generation
• Towards Data Science: Distance Measures