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Self-Attention from First Principles

Queries, Keys, Values, Multi-Head Attention, and Positional Encoding — derive the self-attention mechanism from first principles.

intermediate~3 hours4 notebooksself-attentionqkvmulti-head-attentionpositional-encoding

Curator of this Module

Dr. Rajat Dandekar

Dr. Rajat Dandekar

Course Instructor

Dr. Rajat Dandekar is a researcher and educator specializing in AI/ML, with a passion for making complex concepts accessible through intuitive explanations and hands-on learning.

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Learning Path

Article
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Notebook 1
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Notebook 2
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Notebook 3
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Notebook 4
Case Study
Certificate