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Course Overview

Text Analytics is about converting unstructured to structured data and applying statistical and machine learning techniques to predict or uncover hidden patterns from the data. Advanced skills were needed earlier on to do text analytics because of the complex natural language processing, statistical models and programming involved. With recent advancements, the latest trending tools have incorporated built-in augmented analytics and automated machine learning algorithms. This means that business users can now DIY the entire text analytics project themselves.


This course covers the knowledge and best practices of text analytics. Several popular techniques such as text topics, text clustering and sentiment analysis will be introduced. Participants will learn to use a user-friendly, GUI-based process flow designing tool to automate the entire process of extracting, preparing and analyzing textual data.

Entry Requirements

Possess basic Excel and statistical knowledge. No programming is required.

Who Should Attend

Individuals who would like to have a hands-on experience with text data using an advanced analytics tool.

What You'll Learn

By the end of this course, you will be able to use an analytics software to:

  • Extract and pre-process textual data from unstructured to structured format
  • Apply appropriate techniques to analyze the data
  • Perform Text Topics, Text Clustering and Sentiment Analysis


Introduction to Text Analytics

  • What is Text Analytics?
  • Limitations and challenges
  • Why mine and analyse text data?

Text Pre-processing

  • Understanding text pre-processing processes
  • Understanding how text data is represented

Text Analytics

  • Performing text topic discovery
  • Perform text clustering
  • Performing sentiment analysis





Participants who meet at least 75% of the required course attendance and attempt the assessment will be awarded the Certificate of Performance.

Course Schedule/Apply

Intake Info Application Closing Date Course Duration

Not Available

Not Available

2 Days

(9 AM - 5:30 PM)

Register Interest

View the application guide here

Course Fees

Fee Type Item Course Fees
(w GST) 
Full Course Fee S$481.50
SG Citizens aged 39 & below / Permanent Residents S$144.45
SG Citizens aged 40 & above / SME-sponsored SG Citizens & Permanent Residents S$54.45

SkillsFuture Credit Approved. For more details, please click here

With effect from 1 Jul 2020, the Workforce Training Scheme (WTS) will be replaced by Work Support Scheme (WSS), for more information, please visit: 

Lecturer/Trainer Profile

Course Contact

  • 67881212
  • 8.30am – 6.00pm (Mon – Thu)

    8.30am – 5.30pm (Fri)

    Closed on Sat, Sun & Public Holidays

    Due to Safe Management Measures, our office is currently closed.

    Please call or email us your enquiry.

    Thank you for your patience and understanding.

  • Website: https://www.tp.edu.sg/tsa
  • Temasek SkillsFuture Academy
    Temasek Polytechnic
    East Wing Block 1A,
    Level 3, Unit 81
    21 Tampines Ave 1
    Singapore 529757


  • Temasek Polytechnic reserves the right to alter the course, modify the scale of fee, amend any other information or cancel a course with low enrolment.

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