This subject provides coverage of the knowledge of concepts and skills in the tools and processes used in data analytics of large amounts of engineering data. It encompasses the various stages of data analytics, from gathering the data, asking the right questions, to analyzing and interpreting data, identifying patterns and trends and making use of machine learning and predictive models to make intelligent and actionable recommendations for improvement in engineering systems, such as, optimization of energy usage and improvements to manufacturing processes.
Knowledge of basic statistical inference and regression analysis is assumed.
Objectives
Students will be able to:
Apply the processes needed to perform analysis on engineering data which includes the processes to obtain and clean the data, basic machine learning and algorithms to yield actionable insights and inferences that will lead to a better understanding of and possible improvements in engineering systems.
Present results in the form of visualization analysis.
Applicants applying for modular courses which are drawn from existing full diploma or post-diploma programmes will have the same minimum entry requirements as the full qualifications.
To find out the minimum entry requirements specific to this modular course, please click here.
Data Analytics Toolbox
Data Gathering
Data Analysis and Visualization
Regression and Predictive Analytics
Machine Learning Models and Algorithms
Modes of Assessment
Certification
Upon successful completion of the modular unit, students will be awarded a Statement of Result which can count towards the attainment of the Specialist Diploma in Industrial Internet of Things.
| Intake Info | Application Period | Course Duration | |
|---|---|---|---|
To be confirmed |
To be confirmed |
7pm - 10pm |
| Fee Type | Total Fees (w GST) |
|---|---|
| SME-employed Singapore Citizens & Permanent Residents | S$126.18 |
| Singapore Citizens aged 40 & above |
S$121.98 |
Singapore Citizens aged below 40 |
S$186.18 |
| Singapore Permanent Residents | S$1,239.06 |
| Others & Repeat Students | S$1,239.06 |
SkillsFuture Credit Approved. For more details, please click here.
With effect from 1 Jul 2020, the Workforce Training Scheme (WTS) will be replaced by Work Support Scheme (WSS), for more information, please visit:
https://www.wsg.gov.sg/programmes-and-initiatives/workfare-skills-support-scheme-individuals.html
Monday - Thursday: 8:30am - 6:00pm
Friday: 8:30am - 5:30pm
Closed during lunchtime, 12:00pm - 1:00pm
and on weekends and public holidays.
Temasek SkillsFuture Academy (TSA)
Temasek Polytechnic
East Wing, Block 1A, Level 3, Unit 4
21 Tampines Ave 1
Singapore 529757
Temasek Polytechnic reserves the right to alter the course, modify the scale of fee, amend any other information or cancel course with low enrolment.
