Singapore University of Social Sciences

Artificial Intelligence: NLP and the Future

Artificial Intelligence: NLP and the Future (CET252)

Applications Open: 01 October 2021

Applications Close: 30 November 2021

Next Available Intake: January 2022

Course Types: Modular Undergraduate Course, SkillsFuture Series

Language: English

Duration: 6 months

Fees: $1200 View More Details on Fees

Area of Interest: General Studies

Schemes: Lifelong Learning Credit (L2C)

Funding: SkillsFuture

School/Department: Centre for Continuing & Professional Education


Synopsis

Artificial Intelligence (AI) is reshaping our lives. The vast amount of data being generated every day is beyond humans' ability to absorb, interpret and make decisions. The course will focus on how machines "learn" or are trained to simulate knowledge, the technologies utilised by AI companies and some common uses of AI, particularly Natural Language Processing (NLP).

Level: 2
Credit Units: 2.5
Presentation Pattern: Every semester

Topics

  • Introduction to AI and Natural Language
  • Big information processing and retrieval
  • Natural Language Processing
  • NLP Essentials: Text processing
  • Practical NLP exercises with Regex/Python
  • Practical Applications of NLP in business

Learning Outcome

  • Explain AI and its use cases
  • Describe AI and Natural Language Processing principles
  • Restate Big Data and its use cases
  • Identify challenges of Big Data
  • Discuss the landscape of AI and Big Data in the near future
  • Demonstrate understanding of the solution behind real-world AI NLP problems
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