the Hidden Maths of LLMS: Understanding Mathematics behind Transformers, Embeddings, and Language Model Behavior

Large Language Models Fundamentals and Architecture: Understand Transformers, Tokens, Embeddings, Attention, Modern Model Systems

Large Language Models Fundamentals and Architecture: Understand Transformers, Tokens, Embeddings, Attention, Modern Model Systems

the Language of Mathematics: Stories behind Symbols

Mathematics in Deep Learning: CNNs, Transformers, Diffusion Models, and LLMs