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R language Nexacu

R Programming - Intermediate Course

Work more 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

Build on your base knowledge of the R language and learn how to run data analysis more efficiently.
US$455
10 max
1 day
US$455
10 max
1 day
US$455
10 max
1 day
US$455
10 max
1 day
US$455
10 max
1 day
US$455
10 max
1 day
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Frequently Asked Questions

Meet your Trainer

Trainer Tamara Shatar

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 Course Details

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
microsoft_gold
deloite_logo

R Programming Intermediate Course Details

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
microsoft_gold
deloite_logo

R Programming Intermediate Course Details

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
microsoft_gold
deloite_logo

R Programming Intermediate Course Details

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
microsoft_gold
deloite_logo

R Programming Intermediate Course Details

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
microsoft_gold
deloite_logo

R Programming Intermediate Course Details

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
microsoft_gold
deloite_logo

Data Analytics Course Outlines

  • Machine Learning in R
  • R Programming Certification
  • Machine Learning in R Certification
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Course Rating
Data Analytics Training Courses

4.72 5 Data Analytics Training Courses
4.72 out of 5
26847 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 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 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

Contact Us

What is Remote Training?

Valued by Individuals

4.72 / 5
Over 26847 Reviews
Good and helpful session with few good tips & tricks -Power BI Advanced Perth
Savita - Power BI Advanced, .
Great Course. Well presented as always. -Power BI Advanced Perth
Ben - Power BI Advanced, .
Excellent day. Intense, great to work with. -Power BI Advanced Perth
Diane - Power BI Advanced, .
Excellent content and trainer -Power BI Advanced Perth
Michael - Power BI Advanced, .
The course content was very good and I can see myself using a lot of the features demonstrated today. It was a bit challenging during the morning session with one participant who did not have the most up to date version of the software, which was hard for her, and also held up the session a bit. The afternoon session flowed better and I got a lot of value out of the dashboards and slicing. -Analysis & Dashboards Brisbane
Hilda - Analysis & Dashboards, .
Jason is an excellent Instructor in that he went at a steady pace and has a manner that made me feel relaxed and, in turn, made it very easy to pick up the skills. -Excel Customised Canberra
Jordan - Excel Customised, .
Covered lots of info and cheat options -Excel Customised Canberra
Nathan - Excel Customised, .
Good class, much more confident with excel now -Excel Customised Canberra
Abdul - Excel Customised, .
the Course was great, learnt a lot of different formulas and how to use charts, graphs in our situation. Well Worth it. -Excel Customised Canberra
Tania - Excel Customised, .
Very helpful and will assist with my job -Excel Customised Canberra
James - Excel Customised, .
Good course with a good instructor. Learned a few valuable steps for work and life. -Excel Customised Canberra
pat - Excel Customised, .
Jason was very easy to understand and clear instructions, happy with how the training program went -Excel Customised Canberra
Sam - Excel Customised, .
Trainer was fantastic -Excel Customised Canberra
Jake - Excel Customised, .
great -Excel Customised Canberra
rhys - Excel Customised, .
It was well structured and clearly communicated, would recommend. -Power BI Intermediate Sydney
Hugh - Power BI Intermediate, .
Good, at times bit fast to catch up. -Power BI Intermediate Sydney
Sangeetha - Power BI Intermediate, .
Excellent trainer and the course is structured well. -Power BI Intermediate Sydney
Binesh - Power BI Intermediate, .
Instructor is very good, the pace is right. -Power BI Intermediate Sydney
Jonathan - Power BI Intermediate, .
Very good course. -Power BI Intermediate Sydney
Abhash - Power BI Intermediate, .
GREAT COURSE -Project Beginner Adelaide
Nathan - Project Beginner, .

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