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Explore the fundamental mechanisms behind Large Language Models (LLMs) in this comprehensive 25-minute video tutorial. Dive deep into the technical architecture and operational principles that power modern AI language systems, understanding how these models process, learn from, and generate human-like text. Learn about the underlying neural network structures, training methodologies, and the mathematical concepts that enable LLMs to understand context, maintain coherence, and produce relevant responses across diverse topics. Gain insights into the data processing pipelines, attention mechanisms, and transformer architectures that form the backbone of contemporary language models, while discovering how these systems handle natural language understanding and generation tasks at scale.
Syllabus
How Do LLMs Work? (Full Deep Dive)
Taught by
Umar Tazkeer