Deep Learning

Generative AI
Generative AI
This document introduces generative AI, its evolution from discriminative AI and the foundational models that enable creative content generation across text, images, video, and code.
Evolution of Generative AI
Evolution of Generative AI
This document traces the evolution of Generative AI, from early rule-based systems in the 1950s to the latest advancements in Large Language Models (LLMs), highlighting key milestones like GANs and Transformers.
Deep Learning
Deep Learning
This document provides an overview of deep learning, its key concepts applications in various fields, and the different types of models used. It also covers the training process and recent advancements in the field.
Foundation Models
Foundation Models
Explains the relationship between AI, machine learning, deep learning foundation models, generative AI, and large language models. Covers definitions, distinctions, and the evolution of foundational AI technologies.
Module Summary
Module Summary
Summarizes key concepts in machine learning, deep learning, generative AI cognitive computing, NLP, computer vision, IoT, cloud, and edge computing with real-world applications and model architectures.
AI Terminologies
AI Terminologies
This document introduces key terms and concepts in artificial intelligence including machine learning, deep learning, and neural networks. It explains AI categories and highlights how these technologies enable intelligent systems and real-world applications.