Deep learning is a subset of machine learning, where neural networks inspired by the human brain learn from large amounts of data to make decisions. This guide explores the basics of deep learning, popular frameworks like TensorFlow and PyTorch, and practical applications in various fields such as computer vision and natural language processing. Dive into the world of AI with this comprehensive introduction to deep learning.