42850 Natural Language Processing Algorithms

6cp; 2hpw, on campus
Requisite(s): 32130 Fundamentals of Data Analytics OR 48 credit points of completed study in spk(s): C04379 Master of Business Analytics (Extension)
Anti-requisite(s): 41043 Natural Language Processing
Postgraduate

Description

Natural Language Processing (NLP) develops statistical techniques and algorithms to automatically process natural languages (such as English), which rely on a number of AI areas, such as, text understanding and summarisation, machine translation, and sentiment analysis. This subject introduces the foundations of technologies in NLP, the current state-of-the-art NLP algorithms, and their applications to practical problems. It brings together cutting-edge research with practical techniques in NLP, providing students with the knowledge and capacity to conduct NLP research and to develop NLP projects.

Detailed subject description.

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