R language Nexacu

R Programming - Beginner Course - Singapore

Learn how to use R to run data analysis

Learn from our experienced Data Scientist live online.

R is a programming language specifically developed for the statistical analysis of data and for producing graphical output. We introduced the core concepts of R programming in our R Basics course. This course, R Programming Beginner, is the second in our R series and focuses on:

  • data manipulation
  • basic exploratory data analysis
  • creating customised data visualisations
  • basic modelling 

Our experienced Data Analyst, will guide you through exercises to practice writing R code, use a variety of different functions, produce graphical output and view the results. Read the full outline here.

R Programming - Beginner Course - Singapore

Data manipulation, basic exploratory data analysis, customized data visualizations and basic modelling in R. Remote courses in Jakarta.
SG$610
10 max
1 day

Singapore

Upcoming Courses:
Singapore
Date
Course
City
Status
Wed 5-May-21
Wed 5 May
R Beginner
Singapore
Status: Confirmed
Confirmed
Wed 16-Jun-21
Wed 16 Jun
R Beginner
Singapore
Status: Scheduled
Scheduled
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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 CSIRO, part of her role included teaching a variety of data analysis skills. Tamara has designed our first Data Analytics Training Courses, R Basics and R Beginner, to provide beginners with the fundamental tools necessary to start using R for data analysis. She is consistently well reviewed by her students. 

"Great trainer, structure, material and manual. I have completed programming courses before but this one just made more sense! I'm sure it was the trainer. Looking forward to the Intermediate course." - R Beginner Sydney

What is R? 

R is an open source and free programming language that was developed for statistical analysis and production of high-quality graphics. It has long been popular with statisticians and academics who make up part of the large active user community behind R. This community has contributed over 15,000 packages that extend the base functionality of R, making it easy to implement a vast range of techniques for data manipulation, analysis and visualization.  

Is R compatible with Microsoft?

Microsoft have recognized the power of R and offer not only their own enhanced distribution of R, Microsoft R Open, but the ability to use R within Microsoft products and services such as Power BI, SQL Server / SQL Server Machine Learning Services and Visual Studio. Microsoft have also developed several packages, including the Microsoft Machine Learning Package for R. Check out R scripts in Power BI.

What is Remote Training?

Remote training at Nexacu, means our team of experienced trainers will deliver your training virtually. With remote learning students can access our usual classroom training courses via video conferencing, ask questions, participate in discussion and share their screen with the trainer if they need help at any point in the course. Students have the same level of participation and access to the trainer as they would in classroom training sessions. 

R Programming Beginner Singapore Course Details

Price
SG$610
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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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 attended our R Basics course and have a basic understanding of R syntax.

It is assumed that you are familiar with:

  • basic R syntax
  • data types and structures
  • know how to subset data
  • know how to install and use contributed packages and their functions
  • basic familiarity with working in RStudio is helpful.

R Programming Beginner Singapore Learning Outcomes

You will understand and be able to:

  • create and manipulate objects
  • use functions
  • work with relational data

  • perform basic exploratory data analysis
  • conduct basic modelling and prediction
  • find functions to perform specific tasks.

R Programming Beginner Singapore Course Content

  • Introduction
  • Review of R data types and structures
  • Review of common syntax for accessing data in data frames

 

  • Importing Data
  • Importing data in RStudio
  • Packages and functions to import data into R
  • Using code to import data
  • Importing data from text files (csv)
  • Importing data from Excel

 

  • Workflow in R
  • Creating reusable scripts

 

  • Manipulating Data
  • The tidyverse
  • Summarising data
  • Ordering data
  • Working with dates
  • Convert character to date
  • Extract years from dates
  • Extract months from dates
  • Extract days from dates

 

  • Manipulating Data (cont’d)
  • Extract days of the week from dates
  • Add columns to a data frame
  • Working with strings
  • Selecting and reordering columns in a data frame
  • Selecting rows based on values
  • Grouping data
  • Summarising data

 

  • Manipulating Data (cont’d)
  • Identifying blank values and non-number numbers
  • Working with data that contains missing values and non-number numbers
  • Removing missing values from a data set
  • Replacing values
  • Concatenate strings
  • Bin continuous variables into categories

 

  • Working with Relational Data
  • Add new variables to a data frame from another
  • Mutating joins and merge()
  • Filtering joins
  • Exporting data to a file

 

  • Basic Exploratory Data Analysis
  • Choosing the right chart for your goal
  • Choosing the right chart for your data
  • Univariate analysis of numeric variables
  • Univariate analysis of categorical variables
  • Multivariate analysis of numeric variables
  • Multivariate analysis of numeric and categorical variables
  • Multivariate analysis of categorical variables

 

  • Univariate Analysis
  • Exploring the data distribution
  • Central tendency
  • Spread
  • Outliers
  • Shape of the distribution

 

  • Visual Representation of Distributions
  • Histograms
  • Boxplots
  • Dot charts / dot plots
  • Stem and leaf plots
  • Bar and column charts

 

  • Multivariate Analysis
  • Scatterplots and scatterplot matrix
  • Correlations
  • Bar and column charts
  • Line charts
  • Customising charts in R
  • Other graphics options

 

  • Basic Modelling
  • Modelling for prediction
  • Create a linear model
  • How good is the model?
  • Assumptions
  • Making predictions from the model

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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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