Artificial Intelligence: Foundations and Applications

Unit 1

Understanding AI: Concepts and Applications

Introduction to Artificial Intelligence

Types of AI: Narrow, General, and Super AI

AI Applications in Various Industries

Ethical Considerations in AI

Unit 2

Machine Learning Fundamentals

What is Machine Learning?

Supervised Learning

Unsupervised Learning

Reinforcement Learning

Common Machine Learning Algorithms

Unit 3

AI vs. Machine Learning vs. Deep Learning

Defining the Differences

Relationship between AI, ML, and DL

Applications of Each

Unit 4

Neural Networks and Deep Learning

Introduction to Neural Networks

Types of Neural Networks

Deep Learning Architectures

Training Neural Networks

Applications of Deep Learning