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INFO 624

Intelligent Search and Language Models

Drexel University 3 credits INFO

Course Description

This course focuses on the foundational principles of Information Retrieval (IR), covering Boolean search, vector space models, probabilistic retrieval, and evaluation metrics. It also explores modern advancements, such as dense vector representations and neural models like BERT and GPT, which enhance traditional IR techniques. Students will study text preprocessing, clustering, relevance feedback, and search engine design, with hands-on projects applying both classical methods and AI-driven tools. Emerging topics, including retrieval-augmented generation (RAG), explainable AI, and ethical considerations, prepare students to build and evaluate cutting-edge retrieval systems for diverse applications.

Code
INFO 624
Credits
3
Subject
INFO

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