3 and 4 June 2019
6 Mar to 17 May 2019
16 hours / 2 days
8:30 am to 5:30 pm
Mode of Training:
Practical (including 1 hour assessment)
The data analytics industry contributes at least S$1bn to the local economy each year. Data analytics is one of the key skills required in the wake of Industry 4.0. It is an emerging area with massive growth potential. This course, jointly offered with TIBCO Software, focuses on how industry professionals, especially those in the manufacturing and logistics sector can harness the power of data analytics to analyse the industrial data presented to them.
This course equips participants with the knowledge on a range of data analysis tools and also the skills to apply these tools on industrial data. Participants will learn to develop efficient models for predictive data analysis and to apply the trained models on offline data and on streaming data to generate automated alerts.
• Predictive Analysis Models: Regression, Clustering, Forecasting, Classification Trees
• Streaming Data Analysis
• Industrial Applications and Case Study
This course will be conducted using TIBCO CloudTM Spotfire® and TIBCO StreamBase®.
Engineers and Specialists (Manufacturing Engineer; Data Engineer; Facilities Engineer; Equipment Engineer, Logistics Data Specialist)
Minimum Entry Requirements / Assumed Skills and Knowledge
Learners with some IT knowledge or work in a technology related area.
Award / Certification / Accreditation
• Certificate of Attendance
- A Certificate of Attendance will be awarded to participants who meet at least 75% attendance rate
• Certificate of Performance
- A Certificate of Performance will be awarded to participants who pass the examination and meet at least 75% attendance rate
Course Fees payable:
|Singapore Citizens aged below 40 and Singapore PRs||Singapore Citizens||Others|
|Non-SME sponsored||1Sponsored by SME||2Aged 40 and above||3Aged 35 and above, and earn ≤ $2,000 per month|
Singaporeans aged 25 years and above may use **SkillsFuture Credit balance to offset respective course fees.1 Under the Enhanced Training Support for Small & Medium Enterprises (SMEs) Scheme. For more information, click here2 Under the SkillsFuture Mid-career Enhanced Subsidy. For more information, visit the SkillsFuture website here.3 Under the Workfare Training Support (WTS) scheme. For more information on the scheme, click here.
1. SkillsFuture (SF) Series
Singaporeans and Singapore PRs are eligible for 70% course fee funding for registration with effect from 28 October 2017. This funding is applicable to both individual and company-sponsored participants. Participants are required to achieve at least 75% attendance and/or sit and pass any prescribed examinations/assessments or submit any course/project work (if any) under the course requirement.
Singaporeans aged 40 years and above will enjoy a 90% subsidy of course fee.
Funding Validity Period: Till 31 Dec 2020
2. SkillsFuture Credit** (SFC)
With effect from January 2016, Singaporeans aged 25 years and above who received their SkillsFuture Credit account activation letter will be eligible for an initial credit of $500 which can be used to pay for course fees for a range of eligible skills-related courses. The credits can be used on top of existing course fee subsidies/funding.
This is only applicable for self-sponsored applicants. Application via SkillsFuture Portal can only be made starting from 60 days before the course commencement date.
Withdrawal and Deferment
Withdrawal and deferment notice must be made in writing to the Professional & Adult Continuing Education (PACE) Academy, Singapore Polytechnic via email accordingly:Online Courses
- firstname.lastname@example.orgAll other Courses
For withdrawal cases, the portion of course fee to be refunded is based on the date of notice as follows:Classroom
- 2 weeks before the commencement of the course - Full refund
- Less than 2 weeks before commencement of the course - 70% refund
- On or after date of commencement - No refund
There will be no refund or transfer of course once the account has been created.
The Singapore Polytechnic reserves the right to cancel or postpone any of the courses. Applicants will be duly notified and where applicable, the full fees will be refunded.
The Singapore Polytechnic also reserves the right to amend the fees charged or the period and duration of the courses.
The data provided to Singapore Polytechnic will be kept strictly confidential and will be used for the purpose of course administration. The data may be passed on to the relevant organisations that require the information related to the course.
1. All applications must be made via Online Registration at www.pace.sp.edu.sg
Course fees can be paid by the following payment modes:
Credit Cards, Internet Banking, NETS (Not Applicable for company sponsored)
a) For e-payment using Visa/Master cards and Internet Banking, please click on the ‘Make e-Payment’ button on the acknowledgement page to proceed.
b) For NETS payment, you can pay at:
Blk T1A, Level 1
Mon-Fri: 8:30am to 7:30pm
c) Please make cheques payable to “Singapore Polytechnic”. Please cross the cheque and write the Registration Reference ID, Applicant Name and NRIC/FIN number on the back of the cheque. Mail the cheque to:
s 500 Dover Road
Blk T1A, Level 1
Please note that an administrative charge of $15 will be imposed for any returned cheques from the bank or financial institution.
2. All successful applicants will be notified with a letter of confirmation via email.