AI_Glossary_Plus

Specific AI & CC terms and subtopics, with definitions, associated learning resources and examples.

Fundamental Concepts

Logistic Regression

• What is Logistic Regression? - Article w/ numPy and TensorFlow

Back Propagation

• Intro to NN and Back Propagation Video

Model Types/Techniques

Diffusers

• Hugging Face training with Diffusers tutorial

Graph Neural Networks (GNN)

• Basics of Graph Neural Networks: Quick introduction to machine learning on graphs, shows how to implement Graph Convolutional network from scratch.

Applications

Computer Vision

• First Principles of Computer Vision - Video Series

Natural Language Processing