Data Champions Bootcamp (Online)

Please refer to DC Bootcamp FAQs here
Enquiry
Programme Code D212A
Domain
Data Engineering
Artificial Intelligence
Level
Foundation
Learning Partner(s)
Singapore Polytechnic
Duration
12.5 Days
Format Online
Rating
Competencies
Statistical Techniques Scripting Machine Learning Exploration Analysis Data Storytelling Data Quality Data Collection Charts & Dashboards
Job Roles
Public Service Officer (non-ICT&SS)

Overview

Learn Python programming and apply it to data wrangling and machine learning. In the modern digital world, organisational decisions are increasingly data-driven.  Decision makers are turning to data analysts who possess skills in data wrangling, machine learning, data visualisation and storytelling to make sense of the avalanche of data collected during their operations. Public Service Officers who aspire to fill such coveted analyst roles can embark on their online learning journey with this programme.

Coupled with skills in data visualisation and storytelling, you can derive and communicate data insights that may result in decisions leading to higher operational efficiencies or transformational changes. You also have the flexibility to choose your preferred visualisation tool, whether it's Power BI or Tableau, to best suit your needs. 

More details can be found in  DC Bootcamp FAQs, such as week-by-week schedule, completion requirements, and practical workshops.

Key Takeaways

At the end of this programme, you 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
  • Explain 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

Who Should Attend

Please refer to the job roles section.

Prerequisites

  • Basic English proficiency.
  • Good understanding of computers and data.

What To Bring

Laptop with administrator rights (for installation of required software) and access to the Internet (to access PoliteMall).

Programme Structure

This programme will cover the following topics:

  • Python Foundations Cloud Data Security
  • Data Wrangling with Python Cloud Application Security
  • Applied Machine Learning
  • Data Visualisation & Storytelling (Choose your preferred data visualisation tool – Tableau / Power BI)


Sections Week Start of E-Learning Optional Seminar + Forum (See Note below) Remarks
Python Foundations 1 Monday, 7 April 2025 Friday, 11 April 2025  
2 Break
3 Monday, 21 April 2025 Friday, 25 April 2025 Skip week of 14 April 2025 as 18 April 2025 is Good Friday (Public Holiday).
4 Monday, 28 April 2025 Friday, 2 May 2025  
5 Monday, 5 May 2025 Friday, 9 May 2025  
6 Capstone Assignment and Quiz (No online seminar) Due Date of Section 1 Weekly Task, Capstone Assignment and Quiz: 30 May 2025
Data Wrangling with Python 1 Monday, 19 May 2025 Friday, 23 May 2025  
2 Monday, 26 May 2025 Friday, 30 May 2025  
3 Break
4 Monday, 9 June 2025 Friday, 13 June 2025 Skip week of 2 June 2025 as 7 June 2025 is Hari Raya Haji (Public Holiday).
5 Monday, 16 June 2025 Friday, 20 June 2025  
6 Capstone Assignment and Quiz (No online seminar) Due Date of Section 1 Weekly Task, Capstone Assignment and Quiz: 11 Jul 2025
Applied Machine Learning 1 Monday, 30 June 2025 Friday, 4 July 2025  
2 Monday, 7 July 2025 Friday, 11 July 2025  
3 Monday, 14 July 2025 Friday, 18 July 2025  
4 Monday, 21 July 2025 Friday, 25 July 2025  
5 Capstone Assignment and Quiz (No online seminar) Due Date of Section 1 Weekly Task, Capstone Assignment and Quiz: 15 Aug 2025
6 Break
Data Visualisation & Storytelling 1 Monday, 11 August 2025 Friday, 15 August 2025  
2 Monday, 18 August 2025 Friday, 22 August 2025  
3 Monday, 25 August 2025 Friday, 29 August 2025  
4 Monday, 1 September 2025 Friday, 5 September 2025  
5 Capstone Assignment and Quiz (No online seminar) Due Date of Section 1 Weekly Task, Capstone Assignment and Quiz: 26 Sep 2025
End of Course
Note
Run 1 PowerBI: Optional seminar on Friday 9 am to 11 am
Run 2 Tableau: Optional seminar on Friday 11 am to 1 pm




Full Fee

Full programme fee

S$470

9% GST on nett programme fee

S$42.30

Total nett programme fee payable, including GSTS$512.30



NOTE: 
Please visit the Learning Partner's website for more information.

For any programme enquiries, please write to pace@sp.edu.sg.

Upcoming Classes

Class 1
07 Apr 2025 to 05 Sep 2025 (Full Time)
Duration: 12.5 days
When:
Time : Online - Power BI
Class 2
07 Apr 2025 to 05 Sep 2025 (Full Time)
Duration: 12.5 days
When:
Time : Online - Tableau

Agency-sponsored

Step 1 Apply through your organisation's training request system.

Step 2

Your organisation's training request system (or relevant HR staff) confirms your organisation's approval for you to take the programme.

Your organisation will send registration information to the academy.

Organisation HR L&D or or equivalent staff can register directly through the Learning Partner's registration portal.

Please ensure that you register under the class which covers your selected visualisation tool (Power BI or Tableau).  You are not allowed to transfer classes once the programme is confirmed.

Click here to register for Class 1: Power BI

Click here to register for Class 2: Tableau

The HR L&D will register the course on behalf of the participant using the organisations' CorpPass.

Please refer to STEP course registration guide here. Alternatively, please contact pace@sp.edu.sg.


Step 3 The Learning Partner will inform you whether you have been successful in enrolment.