Text Mining - Making Sense of Unstructured Data

Listen to what others are saying about your brand! With Text Mining, you can understand the conversations that matter the most, and draw valuable insights to improve your strategy and operations.

In this two-day introductory course, you will learn the fundamentals of Text Mining – the technology and know-how to make sense of unstructured text content – and how you can analyse customers’ feedback and use them to improve your product and services. As part of the course, you will also learn how to use an open-source data mining tool to process and analyze your text data.

Laptops will be provided for the duration of the course. 

Who should attend?

This course is relevant for business managers, business executives and analysts who may desire to analyse textual information in documents, database or social media using open-source analytics platform solutions.

Learning Objectives

Upon completion of this course, you will learn the following:

  • Terms in text analytics
  • Basic Text Processing Pipeline
  • Analytics Tools available in the market
  • Use-cases of text analytics
  • Text Pre-Processing using tokenization, stemming, stopwords, word cloud, etc
  • Text Clustering for grouping similar texts
  • Text Classification for categorizing text into groups
  • Use open-source Data Mining tool for hands-on exercises

Entry Requirement

Basic IT proficiency and a keen interest in data and sentiment analysis

Certification

Participants will be awarded the Certificate of Attendance by Republic Polytechnic upon meeting 80% of attendance requirement.

Course Date Course Venue
11 - 12 August 2020 This course will be conducted online
15 - 16 September 2020 This course will be conducted online
13 - 14 October 2020 RP ACE @ Woodlands
10 - 11 November 2020 RP ACE @ Woodlands
17 - 18 December 2020 RP ACE @ Woodlands

Course Duration

2 days

If you are not available for the dates above, we would like to hear from you by clicking here

Full Course Fee (Others) Singapore Citizens aged 40 & above SME-employed Singapore Citizens & SPR Singapore Citizens aged below 40 OR Singapore PR
$674.10 $67.41 $76.23 $202.23

Note:
*Payment may be made using SkillsFuture Credit.
*Fees reflected are inclusive of GST (Goods & Service Tax).
*From 1 July 2020, Workfare Training Scheme (WTS) and fee subsidy under WTS will cease. WTS will be replaced by Workfare Skills Support Scheme (WSS). For more information on WSS, please refer to www.wsg.gov.sg/programmes-and-initiatives/workfare-skills-support-scheme-individuals.html

Republic Polytechnic reserves the right to make changes to the course fee and application closing dates without prior notice. The commencement of each course is subject to sufficient number of participants.

All information is accurate at time of publishing.

Last updated on 08 Jul 2020

Need more help?

If you are still unsure about which course to pursue, please contact our Academy for Continuing Education.  

Fees quoted are inclusive of GST. Republic Polytechnic reserves the right to make changes to the course fees and application closing dates without prior notice. The commencement of each course is subject to a sufficient number of participants. All information is accurate at time of publishing.