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Instructor-led Classroom Adult Training in Singapore - Modular Fast Track Skill-Based Trainings

NICF - R Fundamental and Statistical Analysis for Beginners

R is a popular programming language for data analytics, statistical analysis and data visualisation. This two days WSQ R Fundamental and Statistical Analysis for Beginners Course will show you how to use R to model statistical relationships using graphs, calculations, tests, and other analysis tools. Learn how to enter and modify data; create charts, scatter plots, and histograms; examine outliers; calculate correlations; and compute regressions, bivariate associations, and statistics for three or more variables.

Course Learning Outcomes

After the end of this WSQ R course, learners will be able to :

  • LO1- Learners will be able to install R and R Studio IDE
  • LO2 - Learners will be able to understand and use R data types
  • LO3 - Learners will be able to understand and use R packages and datasets
  • LO4 - Learners will be able to perform data visualisation in R
  • LO5 - Learners will be able to understand and code R programming language
  • L06 - Learners will be able to understand and use statistical methods in R

Certification

Two certificates will be awarded to trainees who have demonstrated competency in the WSQ R Fundamental and Statistical Analysis for Beginners assessment and achieved at least 75% attendance.

  • A SkillsFuture WSQ Statement of Attainment (SOA) – ICT-DIT-3001-1.1 Analytics and Computational Modelling under the National Infocomm Competency Framework (NICF) issued by WSG
  • Certification of Achievement issued by Tertiary Infotech Pte Ltd 

WSQ 80%-95% Funding

WSQ funding is only applicable to Singaporeans and PR. Subject to eligibility, the funding support is from 80% -95% subject to funding caps.

Full Fee GST Nett Fee after Funding (Incl. GST)
Normal MCES WTS
$688 $48.16 $496.16 $116.96 $82.56

Normal: Singaporean/PR age 21 and above
MCES: Singaporean age 40 and above
WTS: Singaporean age 35 and above and earning  $2,000 or below per month

Please fill up the WSQ eligibility form after you have registered for this course

WSQ Trainee Eligibility Form

Please do not pay up front. We will advise you on the eligibility and nett fee after registration

Course Code: CRS-Q-0039334-ICT

Course Booking

$688.00 (GST-exclusive)
$736.16(GST-inclusive)

Course Date

Course Time

* Required Fields

Course Cancellation/Reschedule Policy

We reserve the right to cancel or re-schedule the course due to unforeseen circumstances. If the course is cancelled, we will refund 100% to participants.
Note the venue of the training is subject to changes due to class size and availability of the classroom.
Note the minimal class size to start a class is 3 Pax.


Course Details

Topic 1. Getting Started in R

  • What is R
  • Install R and RStudio IDE
  • Explore RStudio Interface

Topic 2. Data Types

  • Numbers
  • String
  • Vector
  • Matrix
  • Array
  • Data Frame
  • List
  • Factor

Topic 3. R Packages & Data I/O

  • Import R Packages
  • Import R Data Sets
  • Import External Data
  • Export Data

Topic 4. Data Visualization

  • Scatter Plot
  • Boxplot
  • Bar chart
  • Pie chart
  • Histogram

Topic 5. R Programming

  • Conditional
  • Loop
  • Break & Next
  • Function Syntax
  • Default Arguments

Topic 6. Statistics Analysis with R

  • Descriptive Statistics
  • Correlation
  • Linear and Multiple Regression
  • Hypothesis Testing
  • Analysis of Variance (ANOVA)

Final Assessment

  • Written Assessment (MCQ)
  • Practical Performance
  • Oral Questioning

Course Admin

Prerequisite

The learner must meet the minimum requirement below :

  • At least O levels and above education
  • Read, write, speak and understand English

Mode of Training

Instructor Classroom Training

WSQ Funding Validity Period

01 Sep 2019 - 30 Aug 2021

WSQ Course Fee Funding

Self-Sponsored - Click here for more info

Employer-Sponsored - Click here for more info

Software Requirement

Please download and install the following software prior to the class

Who Should Attend

  • Data Scientists
  • Data Analysts
  • Marketeers

Trainers

R Statistics TrainerDr. Alfred Ang is the founder of Tertiary Courses. He is a serial entrepreneur. He founded OSWeb2Design Singapore Pte Ltd in 2007 offering web development, e-commerce store development, graphics design, ebook publishing, mobile apps development, and digital marketing services. He established the first online gardening store in Singapore, Eco City Hydroponics Pte Ltd in 2000, offering a wide range of gardening products such as seeds, plant nutrients, hydroponics kits etc. Eco City Hydroponics has become the most popular and successful gardening store in Singapore. He founded Tertiary Infotech Pte Ltd in 2012 and transformed the business to a training platform, Tertiary Courses in 2014. Tertiary Courses offers a wide range of SkillsFuture courses for PMETs to upgrade their skills and knowledge. He also established Tertiary Courses Malaysia in 2016. He also founded Tertiary Robotics in 2015 offering Arduino, Raspberry Pi, Microbit and Robotics products

Dr. Alfred Ang earned his Ph.D. from National University of Singapore in 2000, majoring in Electrical and Electronics Engineering. He also completed an online MBA course with U21 Global based in Australia. He obtained his B.Sc (Hons) from National University of Singapore in 1992, majoring in Physics. He topped his Physics cohort for 3 consecutive years and funded his degree study with Book price, awards and tuition. He has worked in Defence, Electronics and Semiconductor Industries. His current interests include Machine Learning, Deep Learning, Artificial Intelligence, Internet of Things, Robotics and Programming.

Dr. Alfred Ang is ACTA trainer and Associate Adult Trainer by IAL. He was Distinguished Toastmasters (DTM) and Senior Member of IEEE. He has published more than 20 peer reviewed papers and co-inventors for more than 20 inventions.

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