Graduate Certificate in Practical Language Processing
Training Provider: NATIONAL UNIVERSITY OF SINGAPORE
Course Reference: TGS-2024044920
S$12,600
About This Course
- Pre-process textual data into suitable representation for text analytics
- Build and evaluate language models using appropriate text processing techniques for tasks like document classification, topic modeling, information extraction, etc.
- Apply deep learning techniques on large amounts of textual data to obtain high quality models
- Extract and classify the sentiment polarity opinions from texual data
- Build service chatbots using traditional and machine learning approaches
What You'll Learn
This certificate course has been designed to provide you with the fundamental and advanced skills in practical language processing to perform the above tasks. You�ll learn to pre-process text data into structural representation, apply supervised and unsupervised learning approaches to text processing tasks like document classification, topic modeling, information extraction, etc. You�ll also leverage on deep learning techniques to build deep neural network models for sentence classification, sequence labeling, text generation, etc. The application of these essential language processing skills are detailed in sentiment mining for business and the development of conversational UIs (chatbots).
Entry Requirements
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Course Details
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