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Stanford CS336: Language Modeling from Scratch - Course Overview

By

Stanford CS336 Staff

1h ago· 6 min readenNews

Summary

Stanford CS336 is a course on language modeling from scratch, covering the fundamentals of building and understanding language models which serve as the cornerstone of modern NLP applications. The course aims to provide students with a comprehensive understanding of language models as the field of AI, ML, and NLP continues to grow.

Key quotes

· 3 pulled
Language models serve as the cornerstone of modern natural language processing (NLP) applications and open up a new paradigm of having a single general purpose system address a range of downstream tasks.
As the field of artificial intelligence (AI), machine learning (ML), and NLP continues to grow, possessing a deep understanding of language models becomes essential for scientists and engineers alike.
This course is designed to provide students with a comprehensive understanding of language models.
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Official course website for Stanford CS336: Language Modeling from Scratch (Spring 2026), including logistics, schedule, assignments, and course materials.

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