Showcase Your Proficiency As An R Programmer
Certified R Programmer for Data Science (CRPDS)
Once submitted, you will receive the course syllabus via email
5 days, including
examination
Vendor
Neutral
Industry
Validated
Internationally Recognised
Digital Credential
Certification Exam
Pass the 2-hour exam consisting of 50 Online Multiple Choice Questions with the score of 70% to earn this certification
Vendor-neutral
“Vendor-neutral” certifications refer to any certifications that are not directly associated with specific IT vendors. These certifications tend to develop a knowledge and skill base that is universally applicable and individual with skills that are more conceptual, setting you up to work with a greater range of products / tools.
Industry Validated
One of the most industry validated digital skills certification in Asia. Course and exams is taken by the industries / academia / governments from 26 countries in Asia via 30+ Authorised Training Partners (ATP) and 50+ Authorised Academy Partners (AAP) within iTrain Asia Global Partner Network.
Internationally Recognized Digital Credential
iTrain Asia has partnered with Credly USA (Acclaim) – the International Digital Credentialing Provider to award digital badges for your iTrain Asia Digital Skills credentials. You can share your qualifications on social media, and keep your digital credentials for life. Employers can also easily validate the certification via blockchain enabled digital credentials 
UPCOMING TRAINING DATES
24-28 January 2022
21-25 March 2022
23-27 May 2022
Course Overview
R programming language that is well-known for its power in statistical computing. The use of R in Data Science enables insights from data to be extracted, and these insights will allow you to get ahead of your competitors in no time.
In our Certified R Programmer for Data Science course, you will learn how to program and use R for effective data analysis. The course covers practical issues in statistical computing which includes reading data into R, accessing R packages, manipulation and visualization of data.
To get certified as an R programmer, you’ll also be exposed to a wide range of topics including Big Data, Data Analytics lifecycle and topics in statistical data analysis that will provide working examples.
What you will gain:
- Understand R language fundamentals, including basic syntax, variables, and types.
- Use R to clean, analyze, and visualize data.
- Create and customise visualisations using ggplot2.
- Perform predictive analytics using R.
- Navigate the entire data science pipeline from data acquisition to publication.
Module 1: Introduction to Big Data Analytics
- What is Data?
- Why Data Collection is Important
- Types of Data
- What is Data Science?
- Characteristics of Big Data – The Three V’s of Big Data
- Big Data Analytics and its Types
Module 2: Data Analytics Lifecycle- Data Analytics Lifecycle Overview
- Detailed Explanation on Data Analytics Lifecycle
Module 3: Basic Programming Terminologies- Variables
- Constants
- Keywords
- Comments
- Syntax
Module 4: Getting Started with R- What is R?
- Install R and RStudio
- Explore RStudio Interface (With Lab Exercises)
- Comments
- Syntax
Module 5: Data Types in R- Numbers
- String
- Vector
- Matrix
- Arrays
Module 5: Data Types in R
- Data Frames
- Lists
- Factor (With Lab Exercises)
Module 6: Control Structures and Functions in R- Conditional Statements
- Looping Statements
- Operators
- Functions Syntax
- Scoping Rules
- Subsetting
- Apply Functions (lapply, sapply, vapply)
- Debugging Tools
- Split Function
Module 7: Dealing with Date and Time in R- Date Time Representation
- Date Time Arithmetic
- Date Time Comparison
Module 8: Data Gathering
- Reading Data from CSV File
- Reading Data from JSON File
- Reading Data from XML File
- Reading Data from Web
Module 9: Data Cleansing and Exploration- Extract, Transform and Load (ETL)
- Data Cleansing
- Aggregation, Filtering, Sorting, Joining
- Dealing with Missing Data
- Selecting Columns and Rows
- Data Wrangling
- Summarise and Group By
Module 10: Simulation and Profiling- Random Sampling
- Generate Random Numbers
- R Profiler
Module 11: Data Visualisation- What Is Visualisation?
- Need of Visualisation
- Types of Visualisation
- How to Handle the Properties for Chart Creation
- Activity
Module 12: Getting Deeper into Data Visualisation
- Scatter Plots
- Boxplots
- Bar Charts
- Pie Charts
- Histograms
Module 13: Creating Graphs with ggplot- Getting Started with ggplot
- Mapping Color, Shape and Size
- Creating Attractive Color Scheme
- Creating Bar Charts
- Creating Box Plots
Module 14: Advance Graphs in ggplot- Correlation
- Deviation
- Ranking
- Distribution
- Composition
- Time Series Plots
- Groups
- Spatial
Module 15: Shiny R Package
- Introduction
- How to Build a Simple Shiny Module?
Final Evaluation (Exam)
Don’t just take our word for it
Hear from our certified trainees
COMPANIES WHO LEARNED FROM US
Trusted By Public, Private & Education Sectors
Human Resources Development Corporation Approved Centre
All our certification training are HRD Corp claimable under the Skim Bantuan Latihan (SBL and SBL-Khas Scheme). For training under the SBL-Khas Program, no upfront payment is required. For more information, Click Learn More to Visit the site
Human Resources Development Corporation Approved Centre
A CERTIFICATION TRAINING THAT HELPS YOU STAND OUT
This Certified R Programmer for Data Science (CRPDS) certification is awarded by iTrainAsia Singapore, the region’s top Tech Certification Provider. Be part of our expanding community of global tech experts, and gain the opportunity to:
Develop in-demand competencies and get acknowledged by key industry players & employers
Enjoy a leaner-mediated training experience that supports you from
start to end
Experience a structured and
hands-on approach to achieving your
credentials
Already a pro at this?
Explore other certifications instead
-Certified Data Science Specialist (CDSS)
ABOUT US
iTrain provides high quality IT training solutions in various technology training products and certification.
Established and managed by experienced trainers, our vision is to revolutionize the training industry in the Asia Pacific region starting with Malaysia by making training more affordable, enjoyable and practical in terms of real world usage and localized content.
QUICK LINKS
CONTACT
- iTrain (M) Sdn Bhd, C-L19-08, KL Trillion, 338, Jalan Tun Razak, 50400 Kuala Lumpur
-
(+603) 2733 0337
(+603) 2733 0348
(+6012) 798 0072
(+6012) 798 0622 - info@itrain.com.my
Future-proof your skills with as low as RM166.66/month with our 0% interest-free instalment plan