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AINS6004 Natural Language Processing
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AINS6004: Natural Language Processing
Syllabus: AINS6004 Natural Language Processing
How to Use AINS6004
Technical Requirements and Setup
Authoritative Readings and Resources
Module 1: Text preprocessing and linguistic signals
Module 1 Book Prose
Module 1: Text preprocessing and linguistic signals
Module 1 Narrated Study Guide
Module 1 Rubric
Module 2: Embeddings and semantic similarity
Module 2 Book Prose
Module 2: Embeddings and semantic similarity
Module 2 Narrated Study Guide
Module 2 Rubric
Module 3: Language modeling foundations
Module 3 Book Prose
Module 3: Language modeling foundations
Module 3 Narrated Study Guide
Module 3 Rubric
Module 4: Transformers for NLP tasks
Module 4 Book Prose
Module 4: Transformers for NLP tasks
Module 4 Narrated Study Guide
Module 4 Rubric
Module 5: Retrieval-augmented generation
Module 5 Book Prose
Module 5: Retrieval-augmented generation
Module 5 Narrated Study Guide
Module 5 Rubric
Module 6: Conversation design and tool use
Module 6 Book Prose
Module 6: Conversation design and tool use
Module 6 Narrated Study Guide
Module 6 Rubric
Module 7: Evaluation for NLP systems
Module 7 Book Prose
Module 7: Evaluation for NLP systems
Module 7 Narrated Study Guide
Module 7 Rubric
Module 8: NLP system deployment review
Module 8 Book Prose
Module 8: NLP system deployment review
Module 8 Narrated Study Guide
Module 8 Rubric
Index