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R Programming - Beginner Course - Jakarta

Learn to use R for 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 - Jakarta

4,8
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Data manipulation, basic exploratory data analysis, customized data visualizations and basic modelling in R. Remote courses in Jakarta.

7800010 6500000 IDR
10 max
1 day

Jakarta

Upcoming Courses:
Jakarta
Date
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Thu 18-Feb-21
Thu 18 Feb
R Beginner
Jakarta
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R Beginner
Jakarta
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R Beginner
Jakarta
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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 Jakarta Course Details

Price
7800010 6500000 IDR
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
Scientia Business Park Tower II, 2th Floor, Jalan Boulevad Gading Serpong Block 0/2, Serpong, 0, Indonesia
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Course Rating
Data Analytics Training Courses

4,8 5 Data Analytics Training Courses
4,8 out of 5
25168 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 Jakarta 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 Jakarta 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

4.8/5
Over 25168 Reviews
Good training and easy to follow. -Word Intermediate/Advanced Brisbane
Esther - Word Intermediate/Advanced, .
Course covered Intermediate and Advanced areas. Excellent presentation and interesting. Presenter was not only interesting and knowledgeable but also considerate and helpful. Highly recommended. -Word Intermediate/Advanced Brisbane
Deborah - Word Intermediate/Advanced, .
Great session, very helpful, excellent trainer. enjoyed this training :). Thank you -Word Intermediate/Advanced Brisbane
Lian - Word Intermediate/Advanced, .
Very engaging and knowledgeable presenter, material was new to me and will be useful, examples/scenarios helps illustrates the tools/capabilities very well. -Word Intermediate/Advanced Brisbane
Linda - Word Intermediate/Advanced, .
Steven is a great trainer. This is the second session that I have attended with him. I highly recommend him to others. Thanks Steven, that was a great session! Really appreciate it! Cheers. -Word Intermediate/Advanced Brisbane
Nawaaz - Word Intermediate/Advanced, .
Thank you! -Word Intermediate/Advanced Brisbane
Crissy - Word Intermediate/Advanced, .
The training was informative. I learnt a lot of information. Trainer was very knowledgable. -Word Intermediate/Advanced Brisbane
Umi - Word Intermediate/Advanced, .
Excellent session that covered all our needs and given lots of other information that will be helpful to save time. -Word Intermediate/Advanced Brisbane
Katrina - Word Intermediate/Advanced, .
Very good and learnt lots of shot cuts. -Word Intermediate/Advanced Brisbane
Nirmalie - Word Intermediate/Advanced, .
Thank you, I did learn quite a few things. -Word Intermediate/Advanced Brisbane
Sean - Word Intermediate/Advanced, .
Jason is a good instructor. Knows his stuff and goes in depth. I would suggest changing the course content to mention that this course is mostly around coding as it might help the user prepare a bit better... would have helped me :) Also, as I have done all 3 office 365 courses, one thing I have felt was that it could be worth starting the course or even before starting the course, asking the user to give 1 scenario that they face. This would be helpful as a practical application in each class to make it more personal for the user. The instructors did do this to a degree but i think if you specifically got a scenario, it would be even better. Over all i'm happy, there's so flippen much to learn. thanks :) -Office365 Advanced Canberra
Emma - Office365 Advanced, .
Incredible - the course was great and has lots of practical application to our organisation to help streamline our processes. Many thanks Jagg! -Power Automate Adelaide
John - Power Automate, .
Liked having the 1hour break in the middle to catch up on work emails! -Office365 Advanced Canberra
Annie - Office365 Advanced, .
The trainer was very patient and I really let a lot from today's session. It just tied up all my previous information I had learnt into a more formal approach. -Power BI Beginner Melbourne
Jillian - Power BI Beginner, .
I had a lot of trouble logging in remotely and missed quiet a bit of the beginning of the course, John was very patient and walked me through in his lunch time - very much appreciated. -Power BI Beginner Melbourne
Sharyn - Power BI Beginner, .
great session -Power BI Beginner Melbourne
grace - Power BI Beginner, .
How to create data visualisations and also I gained a clear understanding of where the data comes from. Thank you -Power BI Beginner Melbourne
Siobhan - Power BI Beginner, .
Small classes and helpful teacher made for great learning environment -Excel Beginner Brisbane
Stephen - Excel Beginner, .
Good introductory training. -Excel Beginner Brisbane
Matthew - Excel Beginner, .
Ken was very clear and directive, answering and assisting with all questions, including being very patient. Taking the time to ensure that all our expectations were met. Great teacher, making the experience a great learning process. Thank you. -Excel Beginner Melbourne
Kerri - Excel Beginner, .

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