Natural Language Processing

Topics

• 01Tokenisation
• 02Word & Sentence Embeddings
• 03Language Modelling
• 04Machine Translation
• 05Question Answering
• 06Summarisation
• 07Named Entity Recognition
• 08Sentiment Analysis
• 09Retrieval-Augmented Generation
• 10Prompt Engineering
• 11Evaluation of Language Models

Also covered elsewhere

This subject genuinely sits in more than one domain. These fields approach the same ground with different methods.

• Linguistics & LanguageComputational LinguisticsLanguage processed by machine.

Elsewhere in Artificial Intelligence

• Machine Learning Foundations
• Deep Learning
• Computer Vision
• Reinforcement Learning
• Generative Models
• AI Alignment & Safety