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Natural Language Processing and Text Mining

402441 - Natural Language Processing and Text Mining
Faculty

Faculty of Information Technology

Department

Data Science and AI

Credit Hours

3

Pre-requisite

402331

Co-requisite

-

Distribution

3 + 0
This course focuses on text mining and natural language processing. It covers a variety of topics such as text representation, document classification and clustering. A major focus of the course is on widely used NLP algorithms. This includes topic models, entity tagging, opinion analysis, information extraction, parsing, summarization, machine translation and question answering. The course provides the students with practical hands-on experience on text analytics using open source machine learning libraries such as scikit-learn, and Tensorflow.