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

Data Visualisation with R Training

ggplot2 is a powerful data visualization package for the statistical programming language R. It is part of the tidyverse data processing package in R. ggplot2 works seemlessly with tidyverse. ggplot2 can be used to plot simple to complex visualization.

ggmap is another powerful geospatial package for R. It can extract static Map from Google Map API and geospatial information from Google Geocoding API. ggmap works with ggplot2 to create complex geospatial visualiation.

Course Highlights

  • Basic plots in R
  • gpplot2 components
  • data piping to ggplot2
  • ggplot2 customization
  • ggmap 
  • Google Map API integration

Certificate

All participants will receive a Certificate of Completion from Tertiary Courses after achieved at least 75% attendance.

Funding and Grant Applications

Click the links below to apply. Note that you need to register the course first.

For Singaporeans: SkillsFuture Credit

For Company: SSG Training Grant

Course Code: CRS-N-0035542

Course Booking

$298.00 (GST-exclusive)
$318.86(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

Module 1: Overview of Basic Plots in R

  • Scatter and Bubble Plots
  • Partition Plots
  • Bar Plot
  • Histogram
  • Pie Chart
  • Box Plot
  • Heatmap
  • Treemap
  • 3D plots

Module 2: Data Visualization with ggplot2

  • What is ggplot2
  • Components of ggplot2
  • Scatter Plot
  • Add Attributes to Aesthetics
  • Add Smoothing Line
  • Bar Plot
  • Histogram
  • Box Plot
  • Data Piping

Module 3: Customize Visualization

  • Modifying Background
  • Modify Axis, Limits and Legend
  • Annotation and Titles
  • Add Reference Lines
  • Pre-Built Themes
  • Install Additional Themes

Module 4: Geospatial Visualization with ggmap

  • Google Map API
  • Install ggmap
  • Get Google Map
  • Get Geo Coding
  • Plot Points on Map
  • Add Text to Map
  • Modifying Points on Map

Course Admin

Prerequisite

The following knowledge is assumed

Software Requirement

Please download and install the following software prior to the class

Who Should Attend

  • Data analysts
  • Financial analysts
  • Marketers
  • Researchers

Trainers

R TrainerDwight Nuwan Fonseka have a degree in Biotechnology (from NUS) ,Advanced diploma in Pharamceutical management (from MDIS) and Masters in Education (from NTU). He have 8 years experience of teaching biology at O and A levels/ IB level in international schools in Singapore and overseas.

R Programming TrainerDr. Ravi Kumar Tiwari got his PhD from NUS (Chemical Engineering) in 2013. After graduation, he worked 3 years as a research scientist in the Institute of High Performance Computing (IHPC). He is currently a big data R data analyst in Rakuten. His core skills are R, big data, Hadoop and machine learning.

Python, Tableau, R, Data Analytics TrainerLisa Lee has her degree in Finance at the Illinois Institute of Technology. Prior to returning to Singapore, she worked as a financial analyst in a US-start up that sells business intelligence to dental offices. She was on the winning team for the Chicago Quantitative Alliance (CQA) Investment Challenge in 2015.Her core specialisation skills are R, Python, Machine Learning, Statistical Analysis, and Data Visualisation in Tableau and Qliksense. She currently works as a Data Science Instructor at a local university.

R Data Visualization TrainerDr Brandon Ooi has a Bachelors degree in Computer Engineering and a PhD in Bioengineering from the National University of Singapore. He has published papers on machine learning, bioinformatics and microarray data analysis. He has six years of teaching experience at the polytechnic level and was also involved in the creation and teaching of modules for adult learners.

R Data Visualization TrainerRaaj has 14 years of experience in Designing , delivering and supporting, products, projects and programs in the area of enterprise SAP and Data Science . He is certified in SAP ABAP,HANA and ACTA certified as well .

He has also trained many consultants and developers on Data Science, R programming, Python, SAP HANA, BI and related products and worked extensively in Asia ( Singapore, Bhutan, Vietnam, India, Myanmar ). His core specialization skills are R programming, Python, Azure Machine Learning, SAP HANA.

HTML5 and CSS3 TrainerAriff is a recent Graduate from Murdoch University in BSc in Business Information System and Management (Double Major). He is a MOE Registered Instructor teaching in most of the Information Technology and Multimedia aspects such as Web programmer, Mobile App Developer, Video director and editor, and game development and design (PC and Mobile). Besides Information Technology and Multimedia, he is also giving entrepreneurship, leadership workshops and motivation speech training.

He has a strong passion in IT and gaming design been since 2005. He is currently doing games design for his own project and continues to teach and share his knoweledge. He still hungers for new skills to keep himself up to date as technology continues to change.

Java TrainerSiva Kumar is an experienced Solutions Architect with a demonstrated history of working in the computer software industry. Skilled in J2EE Web Services, Oracle Database, Maven, C++, and Apache Kafka. He is a strong engineering professional with a Bachelor of Technology (B.Tech.) focused in Computer Science from JNTU University Hyderabad.

Customer Reviews (6)

Will RecommendReview by Emily
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
hank you very much for your R data visualization course. I really enjoyed and learnt lots from it. Also, thank you for offering other training courses that help me develop skills in R/Python programming language. (Posted on 11/26/2018)
Will RecommendReview by Barnabas
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
There are too many modules covered in one course which is a challenge. Some of the module are similar with different packages. it could be consolidate so that the training can be more qualitative instead of quantitative. (Posted on 7/1/2018)
Will RecommendReview by Han Weixiang
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
Nil (Posted on 5/21/2018)
Might RecommendReview by Wenchong
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
The agenda is well structured and the content is good. It would be better if this is 2 day course with more hands on practice.

The lecturer is friendly and passionate about the subject, and the quiet environment is excellent for the class (Posted on 2/26/2018)
Will RecommendReview by Ma Thin Mar Win
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
Weekend is better for me. For today, i have to use my annual leave. Even i want to attend some courses, weekdays are not good for me. (Posted on 12/12/2017)
Will RecommendReview by Bernard
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
May wish to consider putting together all the visualization plots and create a gallery for the course promotional materials

Can send participants the list of packages to install in advance to save on downloading and installing time (Posted on 8/28/2017)

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