course-banner-img Data Analytics-2

Data Analytics Using R

Topic:Data Analytics & Visualisation

Course Type:Short & Modular Courses

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Overview

  • Course Date:

    TBA
  • Registration Period:

    TBA
  • Time:

    TBA,
    16 hours / 2 days
  • Mode of Training:

    Facilitated Learning (F2F)
  • Venue:

    Singapore Polytechnic
  • Funding:

    Eligible for SkillsFuture Credit

*Please note that once the maximum class size is reached, the online registration will be closed.
You may register your interest, and would be notified if there is new run.

Course Objective

Data analytics skills are much sought after in many industries especially in organisations that are custodians of huge amounts of data. These skills are essential for preparing, visualising, analysing, modelling and presenting data in ways that provide meaningful insights. This course will teach principles of data preparation, visualisation, statistical analysis, predictive modelling and decision making using the programming language R. Many professionals may only be familiar with basic forms of analysis using Microsoft Excel and may not be aware of more powerful data analytics tools which are made available for use by R.

This course will explore the strengths of the ‘R’ programming language, in numerical data preparation, analysis and modelling via case studies. Participants will be provided with a broad understanding of data analytic processes and the tools used. By the end of the course, participants will better appreciate analytical processes and use data tools to perform a broad spectrum of analytical operations. 

Course Outline

• Data Preparation and Statistical Analysis
• Regression Analysis
• Classification Techniques
• Cluster Analysis
• Modelling using R
• Deriving Insights and Decision Making

Minimum Requirements

GCE O Levels with at least a C6 in English and Mathematics

Certification / Accreditation

• Certificate of Attendance (electronic Certificate will be issued)
A Certificate of Attendance will be awarded to participants who meet at least 75% attendance rate

• Certificate of Performance (electronic Certificate will be issued)
A Certificate of Performance will be awarded to participants who pass the examination and meet at least 75% attendance rate

Suitable for

Data Engineers, Data analysts, Business Intelligence Managers, Professionals, Executives

Course Fees

Full Fees (before GST): $900.00

Applicants/Eligibility SkillsFuture Funding GST* Subsidised Fee (after GST)
Singapore Citizens aged 40 and above¹ $810.00 $24.30 $114.30
Singapore Citizens aged below 40 $630.00 $24.30 $294.30
Singapore Permanent Residents and LTVP+ Holders $630.00 $24.30 $294.30
SME-sponsored Singapore Citizens, Permanent Residents and LTVP+ Holders² $810.00 $24.30 $114.30
Others (Full fees payable) $0.00 $81.00 $981.00

As per SSG’s policy, the GST payable for all funding-eligible applicants is calculated based on prevailing GST rate after baseline funding subsidy of 70%

Singaporeans aged 25 years and above may use **SkillsFuture Credit balance to offset respective course fees.

¹ Under the SkillsFuture Mid-career Enhanced Subsidy. For more information, visit the SkillsFuture website here
² Under the Enhanced Training Support for Small & Medium Enterprises (SMEs) Scheme. For more information of the scheme, click here. To view SP’s list of similar funded courses, click here. Please submit the attached “Declaration Form for Enhanced Training Support Scheme for SME” together with your online application.


Funding Incentives

Please click here for more information on funding incentives.


Application Procedure

1. For self-sponsored applicant, please click on the “Register” button to apply for the course. You will be directed to STEP portal to manage all your course activities. Please note that you will be prompted to sign in with Singpass/Student ID.
 
2. For company-sponsored applicant, please approach your company's Human Resource (HR) team to put in the application through the company portal using CorpPass.  You may only apply after receiving the registration link from your company's HR.
 
3. Your application does not guarantee acceptance into the course. Your acceptance into the course is dependent on meeting the course requirements and course vacancy.
 
4. All successful applicants will be notified with a letter of confirmation via email.
 
6. PACE Academy course schedules, including course trainer, course fees and course availability are subject to change.

7. PACE Academy reserves the right to cancel or postpone any course at short notice; & at its absolute discretion without assigning any reason for such cancellation/postponements. In the event that the applicant’s chosen course is cancelled prior to its commencement, PACE Academy will make a full refund of course fees already paid by the applicant.

8. 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.  

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