Course Schedule
About Course
Course Structure
Financial Matters
Course Schedule
Duration: 28 hours
Delivery Mode: (Blended) Classroom & Asynchronous e-Learning
Schedule may be subject to changes. The detailed timetable will only be released upon enrolment and closer to the course commencement date.
For self-sponsored applicant, you may proceed to apply after signing in with Singpass / Student ID.
For company-sponsored applicant, please approach your company HR to put in the application via the company portal using Corppass at STEP.
About Course
Course Objectives
Participant will learn:- Create various charts to explore categorical data
- Create various graphs and distributions to explore numerical data
- Find and understand relationships among variables
- Understand how to process missing values
- Identify and process outlier data points
Course Description
This course introduces the statistical techniques and visualisation techniques to explore a dataset.The course covers the following:
• Exploring different types of data such as numeric, categorical etc.
• Univariate and Bivariate analysis
• Dealing with badly formatted data
• Outlier identification and treatment
Course Structure
TPG course reference No.
TGS-2022013895
Data Exploration (Classroom & Asynchronous)
Create various charts to explore categorical data
Create various graphs and distributions to explore numerical data
Find and understand relationships among variables
Understand how to process missing values
Identify and process outlier data points
Financial matters
Course fees payable (incl. GST & excl. supplementary fee)
| Description | Data Exploration (Classroom & Asynchronous) | Total course fee |
|---|---|---|
| Full Course fee | $1,744.00 | $1,744.00 |
| Enhanced Training Support for SMEs for Singapore Citizen | $203.20 | $203.20 |
| Enhanced Training Support for SMEs - SPR & LTVP+ | $203.20 | $203.20 |
| SkillsFuture Mid-Career Enhanced Subsidy for Singapore Citizen aged 40 and above | $203.20 | $203.20 |
| SkillsFuture Baseline Funding for Singapore Citizen Aged Below 40 | $523.20 | $523.20 |
| SkillsFuture Baseline Funding for SPR/LTVP+ | $523.20 | $523.20 |
GST rate
The course fees payable above are inclusive of 9% GST rate.
Payment option
The payment needs to be made upon the application is submitted.
Allowed payment by
The course fee allows to be paid by:
Post-Secondary Education Account (Adhoc withdrawal form);
SkillsFuture Credits (SFC);
Credit card (e-payment);
Debit card (e-payment);
PayNow (e-payment).
Post-Secondary Education Account (Adhoc withdrawal form);
SkillsFuture Credits (SFC);
Credit card (e-payment);
Debit card (e-payment);
PayNow (e-payment).
Refund and withdrawal policy
- Please note that a 100% refund will be available if the withdrawal request is submitted more than or equal to 14 days before the course start date.
- Please note that a 50% refund will be available if the withdrawal request is submitted less than 14 days before the course start date.
- Please note that no refund will be available if the withdrawal request is submitted on or after the course start date.
Remarks
SkillsFuture Credit (SFC) can only be used to cover:
(i) Course fees payable;
(ii) Assessment fees which are part of the course;
(iii) Certification fees which are part of the course; and
(iv) GST imposed on components supported for SFC use.
Penalty charges apply if you:
(i) are absent/no-show;
(ii) withdraw from a course within 14 days of the course start date;
(iii) fail to meet terms and conditions for funding eligibility.
SFC cannot be used to offset penalty charges imposed by Ngee Ann Polytechnic.
(i) Course fees payable;
(ii) Assessment fees which are part of the course;
(iii) Certification fees which are part of the course; and
(iv) GST imposed on components supported for SFC use.
Penalty charges apply if you:
(i) are absent/no-show;
(ii) withdraw from a course within 14 days of the course start date;
(iii) fail to meet terms and conditions for funding eligibility.
SFC cannot be used to offset penalty charges imposed by Ngee Ann Polytechnic.