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Capstone Project: Developing a Data Analytics Model

Course Reference No: CRS-N-0047038

Course Objectives
This programme aims to help participants apply data analytics knowledge and skills to understand and solve business problems, prepare and analyze data, communicate results, and subsequently create business values for their organisations.

At the end of the programme, you will be able to:
• Create a detailed problem statement to address real-world business problems
• Use appropriate data and the technical skills they have/will learn to solve such problems
• Use data visualization to communicate the deliverables

Day 1
• How is Analytics Used Across the World
• Reflection on Potential Projects
• Initial Data Analysis & Insights
• Data Science Essentials 
• Project Case Study
• Capstone Project    
    - Project Scoping
    - Initial Data Understanding
Day 2
• Data Analysis Walkthrough (Part 1) – Data Analytics Tools Recap
• Data Analysis Walkthrough (Part 2)
• Data Preparation and Analysis using R (Programming Fundamentals) 
• Predictive Modelling using R (Linear Regression demo)

Day 3
• Data Visualisation Using Qlik Sense (Part 1) – Various Chart Types (Bar, Line, Pie, Area, etc)
• Data Visualisation using Qlik Sense (Part 2) – Various Chart Types (Scatter, Bubble, Heatmap, Map etc)
• Data Visualisation and Communication Storyline
• Project Presentation

R and Qlik Sense

Participants should have some basic project management knowledge, data analytics and/or programming experience.  

Who Should Attend
Managers and Engineers in the ICT sector

Mode of Training

Data Analytics Begins With Me


02 - 04 Oct 2019


3 Days
9.00am to 5.30pm


National University of Singapore
University Town

International Participants

S$ 2568.00

  • Incl. GST

Singapore Citizens
(39 yrs old or younger) 
or Singapore PRs

S$ 770.40

  • Incl. GST

Singapore Citizens
(40 yrs or older)

S$ 290.40

  • Incl. GST

Enhanced Training Support for SMEs

S$ 290.40

  • Incl. GST

Fees & Fundings


Singapore Citizen1
39 years old or younger
Singapore Citizen1
40 years or older eligible for MCES2
Citizen1 eligible
for WTS3
Singapore PRs

Enhanced Training
Support for SMEs4
Full Programme FeeS$2,400.00S$2,400.00S$2,400.00S$2,400.00S$2,400.00S$2,400.00
SkillsFuture Funding
Eligible for Claim Period
(25 May 2018 - 30 Sep 2020)
Nett Programme FeeS$2,400.00S$720.00S$720.00S$720.00S$720.00S$720.00
7% GST on Nett
Programme Fee
Total Nett Programme
Fee Payable, Incl. GST
Less Additional Funding if
Eligible Under Various Scheme
Total Nett Programme Fee, Incl. GST,
after additional funding from the various funding schemes 

1 All self-sponsored Singaporeans aged 25 and above can use their $500 SkillsFuture Credit to pay for the programme. Visit http://www.skillsfuture.sg/credit to select the programme.
2 Mid-Career Enhanced Subsidy (MCES) - Singaporeans aged 40 and above may enjoy subsidies up to 90% of the programme fee.
3 Workfare Training Support (WTS) - Singaporeans aged 35 and above (13 years and above for persons With disabilities) and earn not more than S$2,000 per month, may enjoy subsidies up to 95% of the programme fee.
4 Enhanced Training Support for SMEs (ETSS) - SME-sponsored employees (Singaporean Citizens and PRs) may enjoy subsidies up to 90% of the programme fee. For more information, visit http://www.ssg.gov.sg/programmes-and-initiatives/training/enhanced-training-support-for-smes.html?_ga=2.154478072.1748789781.1519700056-512306731.1519700056
5 Eligible organisations (excluding government entities) may apply for the absentee payroll funding via SkillsConnect at www.skillsconnect.gov.sg for Singaporean/permanent resident participants attending the programme during working hours. The absentee payroll funding is computed at 80% of hourly basic salary capped at $4.50 per hour or $7.50 per hour for SME or 95% of hourly basic salary for WTS. For more information, visit https://www.skillsconnect.gov.sg/sop/portal/e-Services/For%20Employers/AbsenteePayroll.jsp

NTUC members enjoy 50% of the unfunded programme fee support for up to $250 each year for programmes supported under UTAP (Union Training Assistance Programme). Terms and Conditions apply. Please visit http://skillsupgrade.ntuc.org.sg

Ver: 88020419

Registration will close 5 working days prior to programme commencement date