Skill Up Card - Course Bundles

Pricing is per delegate, giving you huge savings over the cost of individual courses.

  • UK = £2,000 + VAT per Skill Up Card
  • Ireland = €2,400 per Skill Up Card
skill up card logo - Nexus Human

R Programming for Data Science (v1.0)

4.6 out of 5 rating Last updated 14/11/2024   English

Jump to outline

Click "Enquire" below to find out more about this course

Interested in available dates? Would like to book a private session of this course for your company? Or for any other queries please simply fill out the form below.


Duration

5 Days

30 CPD hours

Overview

In this course, you will use R to perform common data science tasks.You will:
Set up an R development environment and execute simple code.
Perform operations on atomic data types in R, including characters, numbers, and logicals.
Perform operations on data structures in R, including vectors, lists, and data frames.
Write conditional statements and loops.
Structure code for reuse with functions and packages.
Manage data by loading and saving datasets, manipulating data frames, and more.
Analyze data through exploratory analysis, statistical analysis, and more.
Create and format data visualizations using base R and ggplot2.
Create simple statistical models from data.

Description

In our data-driven world, organizations need the right tools to extract valuable insights from that data. The R programming language is one of the tools at the forefront of data science. Its robust set of packages and statistical functions makes it a powerful choice for analyzing data, manipulating data, performing statistical tests on data, and creating predictive models from data. Likewise, R is notable for its strong data visualization tools, enabling you to create high-quality graphs and plots that are incredibly customizable.

This course will teach you the fundamentals of programming in R to get you started. It will also teach you how to use R to perform common data science tasks and achieve data-driven results for the business.

Lesson 1: Setting Up R and Executing Simple Code
  • Topic A: Set Up the R Development Environment
  • Topic B: Write R Statements
Lesson 2: Processing Atomic Data Types
  • Topic A: Process Characters
  • Topic B: Process Numbers
  • Topic C: Process Logicals
Lesson 3: Processing Data Structures
  • Topic A: Process Vectors
  • Topic B: Process Factors
  • Topic C: Process Data Frames
  • Topic D: Subset Data Structures
Lesson 4: Writing Conditional Statements and Loops
  • Topic A: Write Conditional Statements
  • Topic B: Write Loops
Lesson 5: Structuring Code for Reuse
  • Topic A: Define and Call Functions
  • Topic B: Apply Loop Functions
  • Topic C: Manage R Packages
Lesson 6: Managing Data in R
  • Topic A: Load Data
  • Topic B: Save Data
  • Topic C: Manipulate Data Frames Using Base R
  • Topic D: Manipulate Data Frames Using dplyr
  • Topic E: Handle Dates and Times
Lesson 7: Analyzing Data in R
  • Topic A: Examine Data
  • Topic B: Explore the Underlying Distribution of Data
  • Topic C: Identify Missing Values
Lesson 8: Visualizing Data in R
  • Topic A: Plot Data Using Base R Functions
  • Topic B: Plot Data Using ggplot2
  • Topic C: Format Plots in ggplot2
  • Topic D: Create Combination Plots
Lesson 9: Modeling Data in R
  • Topic A: Create Statistical Models in R
  • Topic B: Create Machine Learning Models in R
Additional course details:

Nexus Humans R Programming for Data Science (v1.0) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward.

This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts.

Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success.

While we feel this is the best course for the R Programming for Data Science (v1.0) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you.

Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

FAQ for the R Programming for Data Science (v1.0) Course

Available Delivery Options for the R Programming for Data Science (v1.0) training.
  • Live Instructor Led Classroom Online (Live Online)
  • Traditional Instructor Led Classroom (TILT/ILT)
  • Delivery at your offices in London or anywhere in the UK
  • Private dedicated course as works for your staff.
How many CPD hours does the R Programming for Data Science (v1.0) training provide?

The 5 day. R Programming for Data Science (v1.0) training course give you up to 30 CPD hours/structured learning hours. If you need a letter or certificate in a particular format for your association, organisation or professional body please just ask.

What is the correct audience for the R Programming for Data Science (v1.0) training?

This course is designed for students who want to learn the R programming language, particularly students who want to leverage R for data analysis and data science tasks in their organization. The course is also designed for students with an interest in applying statistics to real-world problems.
A typical student in this course should have several years of experience with computing technology, along with a proficiency in at least one other programming language.

Do you provide training for the R Programming for Data Science (v1.0).

Yes we provide corporate training, dedicated training and closed classes for the R Programming for Data Science (v1.0). This can take place anywhere in UK including, England, Scotland, Cymru (Wales) or Northern Ireland or live online allowing you to have your teams from across UK or further afield to attend a single training event saving travel and delivery expenses.

What is the duration of the R Programming for Data Science (v1.0) program.

The R Programming for Data Science (v1.0) training takes place over 5 day(s), with each day lasting approximately 8 hours including small and lunch breaks to ensure that the delegates get the most out of the day.

Why are Nexus Human the best provider for the R Programming for Data Science (v1.0)?
Nexus Human are recognised as one of the best training companies as they and their trainers have won and hold many awards and titles including having previously won the Small Firms Best Trainer award, national training partner of the year for UK on multiple occasions, having trainers in the global top 30 instructor awards in 2012, 2019 and 2021. Nexus Human has also been nominated for the Tech Excellence awards multiple times. Learning Performance institute (LPI) external training provider sponsor 2024.
Is there a discount code for the R Programming for Data Science (v1.0) training.

Yes, the discount code PENPAL5 is currently available for the R Programming for Data Science (v1.0) training. Other discount codes may also be available but only one discount code or special offer can be used for each booking. This discount code is available for companies and individuals.

Jump to dates

Training Insurance Included!

When you organise training, we understand that there is a risk that some people may fall ill, become unavailable. To mitigate the risk we include training insurance for each delegate enrolled on our public schedule, they are welcome to sit on the same Public class within 6 months at no charge, if the case arises.

What people say about us


Top

}