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R Programming - Intermediate Course - Singapore

Understand how work efficiently in R

Build on your base knowledge of R. There are often many ways to achieve a result using R, learn how to run analysis more efficiently:
  • create your own functions
  • control structures
  • loops and loop alternatives
  • tidyverse piping syntax
  • create visualisations with ggplot2
You will work alongside our Data Analytics lead, Tamara Shatar, as you complete exercises throughout the day to cement your understanding of these concepts. The skills you learn on the day will empower you to build your own solutions in R.

R Programming - Intermediate Course - Singapore

4.8
Nexacu R Mobile Image

Build on your base knowledge of the R language and learn how to run data analysis more efficiently. Remote Courses in Singapore.

740 610 SGD
10 max
1 day

Singapore

Upcoming Courses:
Singapore
Date
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Wed 24-Feb-21
Wed 24 Feb
R Intermediate
Singapore
Status: Scheduled
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Wed 31-Mar-21
Wed 31 Mar
R Intermediate
Singapore
Status: Scheduled
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Mon 10-May-21
Mon 10 May
R Intermediate
Singapore
Status: Scheduled
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Thu 17-Jun-21
Thu 17 Jun
R Intermediate
Singapore
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Frequently Asked Questions

Meet your Trainer

Tamara Shatar holds a PhD in Agricultural Data Science. She has extensive experience, including many years working as a research scientist focused on data analysis, modelling using machine learning, simulation and other techniques. While working in both academia and at the Australian CSIRO, part of her role included teaching a variety of data analysis skills. Tamara has designed our first Data Analytics Training Course, Using R, to provide beginners with the fundamental tools necessary to start using R for data analysis. She is consistently well reviewed by her students. 

"The course was really good, Tamara is an excellent trainer and was able to answer my questions, the resources she provided to help after the course are excellent. I was a bit overwhelmed at the beginning trying to learn a new language, but Tamara put me at ease and went through the content at a pace that I could understand." - R Basics Brisbane, Australia 

What is Remote Training?

We offer some of our more specialist courses in a remote format. At Nexacu, this means you will learn the same content as you would in our classrooms and the same trainer will deliver training but all students will log in from their own premises and device. Our Data Scientist, Tamara will host the Data Analytics training sessions, walking you through the basics of R and answering questions and encouraging discussion along the way.


Why Learn R? 

Rather than being a point and click tool, R is a language that is used by writing reusable scripts, enabling automation and repeatable workflows. Because it is a language, it offers a huge amount of flexibility in manipulating data and the ability to write new functions. Even without a background in programming, it is relatively easy to get up and running once you know the basics. 

R Programming Intermediate Singapore Course Details

Price
740 610 SGD
Duration
1 day
Times
9am - 4pm ( approx )
Class Size (max)
10
Class Size (avg)
5
Reference Materials
Provided
CPD Hours
6 hours
Delivery
Instructor-led training
Live Online
Address
Centennial Tower, Levels 21 & 34, 3 Temasek Avenue, Singapore, 039190, Singapore
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Course Rating
Data Analytics Training Courses

4.8 5 Data Analytics Training Courses
4.8 out of 5
25129 Student Reviews
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What do I need to know to attend?

  • You should have completed our Fundamentals of R and R Beginner course or have basic familiarity with R.
  • You will not be expected to code unassisted but will learn more and participate more easily if you have at least a fundamental understanding of R syntax.
  • Basic understanding of statistics (mean, median, standard deviation, variance).

R Programming Intermediate Singapore Learning Outcomes

You will develop a better understanding of R and be able to:

  • write custom functions
  • write more concise code


  • use functionals, loops and other control structures
  • create graphics with ggplot2.

R Programming Intermediate Singapore Course Content

  • Working more efficiently in R
  • How to work more efficiently in R
  • Vectorization
  • Using better functions
  • Concise code
  • Reusable scripts
  • Custom functions
  • Loops and other control structures
  • Loop alternatives
  • Functions to reduce typing
  • Printing objects after creating
  • with and within
  • Inserting multiple quotation marks
  • Create your own functions
  • Why write your own functions?
  • Basics of functions
  • What is a function?
  • Creating your own functions
  • Syntax for writing your own function
  • More complex functions
  • Ellipses and further arguments
  • Scope
  • Loading your functions
  • Loops and control structures in R
  • If and if else
  • Loops for loops
  • Saving results from a loop
  • Improving your code
  • While loops
  • Repeat loops
  • Loop alternatives
  • Functionals
  • apply functions
  • split
  • map functions
  • map variants
  • Returning a vector
  • walk
  • Loop, apply or map?
  • Tidyverse piping syntax
  • Purpose
  • Using the pipe
  • Pipe variants
  • The tee operator
  • The exposition operator
  • Plotting with ggplot2
  • The grammar of graphics
  • Required components
  • Using ggplot()
  • Scatterplot
  • Line chart
  • ggplot2 resources

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What is Remote Training?

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Some very helpful tips, definitely things I can use in the future -Word Advanced Brisbane
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Very informative and engaging. Good teacher -Excel Intermediate Brisbane
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was informative and well done -Excel Intermediate Brisbane
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Very clear and helpful. Good pace also. Well structured. -Excel Intermediate Brisbane
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This course was great. I knew very little about VBA prior to attending and Michael was clear and built knowledge so well that I feel confident attempting to apply this in real work situations. A highly recommended course. -Excel Macros/VBA 2 Day Parramatta
Mary - Excel Macros/VBA 2 Day, .
This course was amazing. Michael was such an engaging teacher and kept the class so informative and so easy to follow. We had a great time learning the content of this course and we loved the small class we were in. We could ask a lot of questions and enjoy the whole course at the same time. This was one of many courses I have attended with Nexacu and all the teachers are great. Michael is my favourite. 5 Stars from me from all perspectives !!! -Excel Macros/VBA 2 Day Parramatta
Jacqueline - Excel Macros/VBA 2 Day, .
Moved a bit quicker than the beginner but showed good examples of what you can do. I certainly need to go away and practice with some real data to apply what I have learned today. Many thanks -Power BI Intermediate Adelaide
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Brilliant - learnt so much. Many thanks Jagg -Power BI Intermediate Adelaide
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was able to learn new formulas and functions that will help me in the future. -Power BI Intermediate Adelaide
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Learnt a lot on how to manipulate and clean up data. Learnt to better manage permissions to data. Learnt more on the date functions, though still don't know how to calculate current week/previous week comparisons. -Power BI Intermediate Melbourne
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Learnt many items with Power Query and DAX, along with row level security which is of particular interest with the types of personnel reports I will need to build. -Power BI Intermediate Melbourne
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Excellent content, great teacher. Thank you! -Excel Intermediate Melbourne
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Steven was incredibly helpful in training us. He took the time to understand our professional roles and relate what we were learning to our day to day tasks. He was patient and professional. Thank you! -Word Intermediate Brisbane
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Great course. Jason was very clear and easy to understand. Learnt a lot in one day. Thanks! -Power BI Intermediate Brisbane
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