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Learn about the fundamental concepts and architecture of the Transformer Encoder model in this detailed 77-minute lecture. Explore the attention mechanism that revolutionized natural language processing and understand how this key component of modern transformer models processes and analyzes sequential data. Dive into the technical aspects of self-attention, multi-head attention, and positional encoding that make transformers highly effective for various machine learning tasks.
Syllabus
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UofU Data Science