R Programming for Data Analysis Training

R Programming for Data Analysis

Dive into R programming and data analysis with this comprehensive training.

Develop your skillset in R, understand data manipulations, and become adept in the usage of R's GUIs and its diverse data analytical tools.

What will you learn?

Dive into R programming and data analysis with this comprehensive training. Develop your skillset in R, understand data manipulations, and become adept in the usage of R's GUIs and its diverse data analytical tools.

Grasp foundational concepts of R and its user interface
Dive deep into data manipulation, visualization, and exploration tools
Harness the power of data structures in R, from vectors to data frames
Learn to read from, and write to, multiple data formats
Explore advanced topics like custom functions, probability distributions, and interactive reporting.

Requirements:

Basic understanding of programming concepts

Familiarity with data structures and databases

No prior experience with R necessary

Course Outline*:

*We know each team has their own needs and specifications. That is why we can modify the training outline per need.

Introduction and Setting Up:

Overview of R and its GUIs
Introduction to Rstudio
Basics of R commands and case sensitivity
Executing commands and managing outputs

Working with Data in R:

Data types: Numbers, vectors, and matrices
Object attributes and manipulations
Arrays and matrix functionalities
Reading and exporting data across formats
Accessing databases using SQL

Data Structures in R:

Exploring lists, and constructing data frames
Attaching and detaching data frames
Data manipulations: Filtering, aggregating, and recoding
Character manipulations using stringr package

Statistical Operations in R:

Overview of probability distributions
Statistical tables in R
Conducting one and two-sample tests

Programming Constructs in R:

Grouped expressions and control statements
Conditional and repetitive execution
Writing custom functions in R

Advanced R Features:

Environment customization
Introduction to classes, generic functions, and object orientation

Graphical Capabilities in R:

Basics of plotting and data visualization
Exploring multivariate relations with lattice and ggplot package
Graphics parameters and automation
Interactive reporting and combining R outputs

Hands-on learning with expert instructors at your location for organizations.

Level:

Foundation

Duration:

Hours (days:

)

Training customized to your needs

Immersive hands-on experience in a dedicated setting

*Price can range depending on number of participants, change of outline, location etc.

Get Quote

Master new skills guided by experienced instructors from anywhere.

Level:

Foundation

Duration:

Hours (days:

)

Training customized to your needs

Reduced training costs

*Price can range depending on number of participants, change of outline, location etc.

Get Quote

You can participate in a Public Course with people from other organisations.

/per trainee

Thanks for the numbers, they could be going to your emails. But they're going to mine... Thanks ;D

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Level:

Foundation

Duration:

Hours (days:

)

Fits ideally for individuals and small groups

Networking opportunities with fellow participants.

*Price can range depending on number of participants, change of outline, location etc.

Get Quote

R Programming for Data Analysis

What will you learn?

Requirements:

Course Outline*:

Introduction and Setting Up:

Working with Data in R:

Data Structures in R:

Statistical Operations in R:

Programming Constructs in R:

Advanced R Features:

Graphical Capabilities in R:

Get Quote for:

R Programming for Data Analysis

Start your training experience here!