AIML 212

Deep Learning

Neural Networks, Computer Vision, Language Models and Generative AI

Deep learning is the technology behind most of what the public now calls artificial intelligence: phones that recognise faces, apps that diagnose crop diseases from a photograph, systems that transcribe and translate speech, and assistants that write, summarise and answer questions. All of them rest on one idea, developed in this book: networks of simple units, arranged in many layers and trained from data by gradient descent, can learn representations of images, sound and text that no programmer could write by hand.

14 chapters, 294 pages. Published by RAIN, 2026. Full contents