About Course
Course Objectives
The SDDA1 aims to train learners to fully grasp employment opportunities in the field of data visualisation/story-telling and Machine Learning. They would use analytical tools to wrangle data, apply techniques to develop software to investigate leads, identify patterns and regularities in data, and offer solutions to address information needs of the organisation.Course Description
The Specialist Diploma in Data Analytics (SDDA1) is a part time CET course, consist of the following modules:1) Programming for Analytics (75 hrs)
2) Data Visualisation and Storytelling (75 hrs)
3) Data Preparation and Modelling (75 hrs)
4) Machine Learning (75 hrs)
Target Audience
The Specialist Diploma in Data Analytics (SDDA1) is a part time CET course, consist of the following modules: 1) Programming for Analytics (75 hrs) 2) Data Visualisation and Storytelling (75 hrs) 3) Data Preparation and Modelling (75 hrs) 4) Machine Learning (75 hrs)Trainer's Profile
Terence Choo Cheng How
Terence is a Senior Lecturer in the School of InfoComm Technology at Ngee Polytechnic, where he has served as the section head of the mathematics cluster. His teaching portfolio includes courses such as Computing Mathematics, Discrete Statistics, Advanced Statistics, Maths for Games, Maths for Data Science, R Programming, and Programming in Python and Java.
To enhance his expertise, Terence has pursued additional training in Data Analytics. With 26 years of teaching experience and a deep passion for both teaching and learning, he is committed to further developing his skills in the field of Data Analytics. He is a Certified Trainer in Data Visualisation Specialisation and Machine Learning Specialisation (NP & Algoritma), and he also holds the designation of Certified ScrumMaster. Terence also has experience teaching adult learners in statistical analysis using Python, as well as in delivering part-time diploma courses in statistics.
Terence was the founder and program lead of the NP Diploma Plus – Certificate in Advanced Computing Mathematics (CACM) in 2007. He developed and published two textbooks: “Computing Mathematics” in 2005 and “Introduction to Discrete Mathematics” in 2015. These books are primarily aimed at students pursuing Diploma courses in the field of InfoComm Technology.
Pamela Loy
Dr Pamela Loy is a Senior Education Specialist with the School of InfoComm Technology (ICT) at Ngee Ann Polytechnic. She holds a PhD in Education from the University of Western Australia and a Master of Science in Computer Science from the Birkbeck College, University of London. Additionally, she is an ACTA certified Adult Educator of the Institute of Adult Learning, Singapore and has been in education for over 40 years.Dr Loy’s domain area of expertise is software development, specifically in analysis, design and programming. She is proficient in several programming languages including Java, Python, C, C++ and C#.
Besides teaching, Dr Loy’s focus in ICT is training and learning capability development in curriculum, pedagogy and assessment to support the professional growth of staff.
Lee Kok Ann Leonard
Leonard Lee has completed a Bachelor of Accountancy Degree in NTU with Honors. He has also an MBA in Finance with Distinction from University of Leeds. He has also completed ACTA in 2019 and is a qualified adult trainer.
Leonard is a Banking Specialist and a Data Visualisation and Governance subject matter expert. He is an experienced banking professional with over 20 years of experience in Finance, Product Control, Project Management and Operational Risk. He has managed teams both onshore and offshore in various functions and has been proven to be an effective/motivational leader with minimal staff turnover. In addition, he has also led teams in large-scale acquisition projects and delivered the Finance infrastructure for external acquisitions. He is a Singapore CPA with extensive knowledge in PC, including end to end booking process. He has also knowledge in PRA regulations especially around Basel capital computations and is proficient in interpreting and applying IFRS accounting rules.
Leonard currently teaches the “Specialist Diploma in Data Analytics” programme to adult learners in the CET space. He also trains adult learners in the “Data Visualisation Primer”, “Data Visualisation and Story Telling” and “Data Governance” short courses.
Toh Ser Chye
Toh Ser Chye holds a Master of Science in Industrial & Systems Engineering from the National University of Singapore. He has also attained an Advanced Certificate in Learning and Performance.
Ser Chye’s area of expertise is in Data Science domain.
Prior to joining Ngee Ann Polytechnic, Ser Chye worked in the global semiconductor sector. He has a broad-ranging experience across operation planning & control, test development, Capex optimisation and KPI reporting, covering global sites. Ser Chye has also led test development projects in areas of research and development.
Ser Chye is a Senior Lecturer at Ngee Ann Polytechnic’s School of Infocomm Technology. He is the Senior Manager in the “Diploma in Data Science” and teaches modules in the subject of Data Visualisation, Distributed Data Pipelines, Machine Learning, Applied Analytics etc. Ser Chye also double hats as Programme Coordinator for the “Specialist Diploma in Data Analytics” programme” and trains adult learners in the CET space in the programme.
Course Structure
TPG course reference No.
TGS-2023040952
Specialist Diploma in Data Analytics
Entry Requirements
Condition 1
Highest qualification
Polytechnic DiplomaCondition 2
Highest qualification
Bachelor's Or EquivalentCondition 3
Working experience
Full-time; Duration: 1 yearFinancial matters
Course fees payable (incl. GST & excl. supplementary fee)
| Description | Post-Diploma Certificate in Programming for Analytics and Data Visualisation | Post-Diploma Certificate in Data Preparation & Modelling and Machine Learning | Total course fee |
|---|---|---|---|
| Full Course fee | $4,185.60 | $4,185.60 | $8,371.20 |
| PR Sponsored by SME | $435.84 | $435.84 | $871.68 |
| Singapore Citizen Sponsored by SME | $435.84 | $435.84 | $871.68 |
| Singapore Citizen Aged 40 & Above | $435.84 | $435.84 | $871.68 |
| Singapore Citizen Aged Below 40 | $627.84 | $627.84 | $1,255.68 |
| Singapore PR | $1,674.24 | $1,674.24 | $3,348.48 |
| Long-Term Visit Pass Plus | $4,185.60 | $4,185.60 | $8,371.20 |
GST rate
Payment option
Allowed payment by
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.
Course
Schedule
PDC1 - Post-Diploma Certificate in Programming for Analytics and Data Visualisation (Jan 2025 - Mar 2025):
Course Start Date: 6 Jan 2025
Class Day: Every Mon, Tues, Wed, Thurs & Fri
Time: 6.00pm to 10.30pm
PDC2 - Post-Diploma Certificate in Data Preparation & Modelling and Machine Learning (Apr 2025 - Aug 2025)
Course Start Date: <to be confirmed>
Class Day: Every Mon & Thurs
Time: 6.00pm to 10.30pm