dsai

Data Champions Bootcamp (Blended)

Please refer to DC Bootcamp FAQs here
Enquiry
Programme Code D272
Domain
Data Science & AI
Level
Foundation
Learning Partner(s)
Singapore Polytechnic
Duration
14 Days
Format Blended
Rating
Competencies
Charts & Dashboards Data Collection Data Quality Data Storytelling Exploration Analysis Machine Learning Scripting Statistical Techniques
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 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 hybrid learning journey with online and face-to-face learning components.

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.

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

Schedule

Month:

Dates:

April

12, 19, 26 (Friday)

May

3, 10, 24, 31 (Friday)

June

7, 14, 21 (Friday)

 July

5, 12, 19, 26 (Friday)

 August

2, 16, 23, 30 (Friday)

 September

6, 13 (Friday)

 


Full Fee

Full programme fee

S$3800

9% GST on nett programme fee

S$342

Total nett programme fee payable, including GSTS$4142
With effect from 1 Jan 2024

NOTE
SSG funding for eligible Public Service Officers is available for this programme. Please visit the Learning Partner’s website to find out about SSG funding and eligibility.

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

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 here.


Step 3 The learning provider will inform you whether you have been successful in enrolment.