Jump to Section

Course Overview

The subject covers topics such as process of data mining, techniques for data exploration and transformation, cluster analysis, association analysis and predictive modeling techniques.

 

Objectives

  • Explain the concepts of data mining;
  • Apply data exploration and transformation;
  • Analyse data for patterns;
  • Analyse predictive models;
  • Analyse model accuracy.

 

The subject covers topics such as process of data mining, techniques for data exploration and transformation, cluster analysis, association analysis and predictive modeling techniques. 

Application/Entry Requirement

Applicants applying for modular units which are drawn from existing full diploma or post-diploma programmes will have the same minimum entry requirements as the full qualifications.

 

To find out the minimum entry requirements specific to this modular course, please click here.

What You'll Learn

●      Introduction to Data Mining

●      Data Preprocessing

●      Association and Clustering Analysis

●      Predictive Modelling

●      Model Evaluation

 

Modes of Assessment

Written tests and assignments.

 

Certification

Upon successful completion of the modular unit, students will be awarded a Statement of Result which can count towards the attainment of the Specialist Diploma in Business Analytics.

Course Schedule

Intake Info Application Period Course Duration

To be advised

To be advised

To be advised

APPLY

Course Fees

Fee Type Item Total Fees (w GST)
Workfare Training Scheme (WTS) To be advised
SME-employed Singapore Citizens & Permanent Residents To be advised
Singapore Citizen aged 40 & above
To be advised

Singapore Citizen aged below 40

To be advised
Singapore Permanent Residents  To be advised
Others & Repeat Students To be advised

SkillsFuture Credit Approved. For more details, please click here.  

*Eligible participant must be Singapore Citizen of 35 years and above with monthly salary not more than $2000 per month. Applicants are required to submit a soft copy of his/her WTS letter to tsa@tp.edu.sg.
Please refer to www.workfare.sg  for more information on WTS.


Requirements

 

Please note that participants should achieve at least 75% of attendance and sit for the assessment at the end of the course. Participants who fail to meet the requirements will be withdrawn from their funding eligibility and participant/company sponsor will be requested to make payment for the difference in the course fee, which is the funded amount.

You May Also Be Interested In

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 course with low enrolment.

Ask TP