When you read explanations of machine learning, the term "gradient descent" often comes up. Just looking at the name, it sounds intimidating. With terms like partial differentiation and learning rate ...

Mathematics In AI: Mathematical concepts such as statistics and probability form the foundation of Artificial Intelligence (AI) and its branches like Machine Learning and Deep Learning. Machine ...

A deep technical guide to how modern AI really works—from neural networks and transformers to RAG, embeddings, reasoning ...

by Benoit Liquet, Sarat Moka and Yoni Nazarathy This book provides a complete and concise overview of the mathematical engineering of deep learning. In addition to overviewing deep learning ...