Data Champions Bootcamp (Classroom and Asynchronous E-learning)

Topic:Data Analytics & Visualisation, Others

Course Type:Short & Modular Courses

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  • Course Date:

  • Registration Period:

  • Time:

  • Mode of Training:

    In-Class Teaching, Asynchronous Teaching
  • Venue:

    Singapore Polytechnic
  • Funding:

    Eligible for SkillsFuture Credit

Face-to-Face lessons will be held every Friday, 2.00pm to 6.00pm.

Course Objective

This course aims to train participants in python programming and apply it to data wrangling and machine learning. Coupled with skills in data visualisation & storytelling, participants are able to derive and communicate data insights that may result in decisions leading to higher operational efficiencies or transformational changes.

Course Outline

By the end of the Course, participants will be able to:  

  • Demonstrate the use of the Python programming language by developing basic Python programs.
  • Develop programs for data wrangling using Python programming language.
  • Describe the basics of machine learning.
  • Apply techniques of supervised and unsupervised learning.
  • Understand the principles of data visualisation.
  • Apply data visualisation principles in the design and creation of dashboards.
  • Compose a story to illustrate trends by using interactive dashboards.


Topics to be covered

  1. Python Foundations
  2. Data Wrangling with Python
  3. Applied Machine Learning
  4. Data Visualisation & Storytelling


Minimum Requirements

Basic English Proficiency.
Good understanding of computers and data.

Certification / Accreditation

• Certificate of Attendance (electronic Certificate will be issued)
A Certificate of Attendance will be awarded to participants who meet at least 75% attendance rate

• Certificate of Completion (electronic Certificate will be issued)
A Certificate of Completion will be awarded to participants who pass the assessment and meet at least 75% attendance rate

Suitable for

Data Analyst / Associate Data Engineer

Course Fees

The course fees payable above are inclusive of 9% GST rate.

Applicants/Eligibility SkillsFuture Funding GST Subsidised Fee (after GST)
Singapore Citizens aged 40 and above1 $ ​3,420.00​ $102.60​ $ ​482.60​
Singapore Citizens aged below 40 $ ​2,660.00​ $102.60​ $ ​1,242.60​
Singapore Permanent Residents and LTVP+ Holders $ ​2,660.00​ $102.60​ $ ​1,242.60​
SME-sponsored Singapore Citizens, Permanent Residents and LTVP+ Holders2 $ ​3,420.00​ $102.60​ $ ​482.60​
Others (Full fees payable) $0.00 $342.00 $ ​4,124.00​

As per SSG’s policy, the GST payable for all funding-eligible applicants is calculated based on prevailing GST rate after baseline funding subsidy of 70%

Singaporeans aged 25 years and above may use **SkillsFuture Credit balance to offset respective course fees.

1 Under the SkillsFuture Mid-career Enhanced Subsidy. For more information, visit the SkillsFuture website here
2 Under the Enhanced Training Support for Small & Medium Enterprises (SMEs) Scheme. For more information of the scheme, click here. To view SP’s list of similar funded courses, click here. Please submit the attached “Declaration Form for Enhanced Training Support Scheme for SME” together with your online application.

Application Procedure

1. All applications must be made via Online Registration at
Course fees can be paid by the following payment modes:

a) Credit Cards, Internet Banking, NETS (Not Applicable for company sponsored)
For e-payment using Visa/Master cards and Internet Banking, please click on the ‘Make e-Payment’ button on the acknowledgement page to proceed.

b) For NETS payment, you can pay at:
Singapore Polytechnic
One-Stop Service Centre

c) For payment via PayNow, please enter the UEN No. T08GB0056ACET and indicate the invoice/registration number. 

*With effect from 1 August 2021, cheque payment will not be available.

2. All successful applicants will be notified with a letter of confirmation via email.

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