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Course Information

Data Science with R Training Course Outline

Module 1: Introduction to R

  • What is R?
  • R Installation and Dashboard Review
  • Variables
  • Data Types
  • Operators
  • Conditional Statements
  • Looping Statements
  • Functions

Module 2: Data Structures in R

  • What are Data Structures?
  • Vectors
  • Lists
  • Matrix
  • Arrays
  • Dataframes

Module 3: Working with Data in R

  • Types of Files in R
  • Working with CSV
  • Working with Excel Files
  • Working with JSON Files
  • Working with XML Files

Module 4: Data Manipulation in R

  • What is Data Manipulation?
  • Installation of Dplyr Package
  • Data Manipulation Operations in R

Module 5: Data Visualisations in R

  • What is Data Visualisation?
  • Working with Graphs and Plots in R

Module 6: Statistics in R

  • Introduction to Statistics in R
  • Introduction to Descriptive Statistics
  • Distributions in R

Module 7: Machine Learning

  • Introduction to Machine Learning in R
  • Types of Machine Learning in R
  • Introduction to Supervised Learning in R
  • Introduction to Unsupervised Learning in R

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Who should attend this Data Science with R Training Course?

The Data Science with R Training Course is designed for professionals, analysts, and individuals who are interested in acquiring skills and knowledge in data analysis, visualisation, and modeling using the R programming language. This course is beneficial for various professionals including:

  • Data Analysts
  • Data Scientists
  • Statisticians
  • Business Analysts
  • Quantitative Finance Professionals
  • Epidemiologists and Public Health Experts
  • Data Engineers
  • Geographic Information System (GIS) Analysts

Prerequisites for the Data Science with R Training Course

There are no formal prerequisites for attending this Data Science with R Training Course.

Data Science with R Training Course Overview

Data Science and the R programming language collaborate seamlessly to dissect and manipulate data. R serves as the preferred programming language for data scientists, enabling them to preprocess data, construct predictive models, perform statistical analyses, and craft insightful data visualisations. This training equips individuals with the skills to leverage the R language effectively, transforming raw data into valuable insights and actionable recommendations.

Mastering Data Science with R enables effective data preprocessing, statistical analysis, and predictive modelling. This proficiency is especially valuable for data scientists, analysts, and researchers working with complex datasets. The versatility of R empowers professionals to extract meaningful insights and contribute to data-driven decision-making in various industries, making it an essential skill set for career advancement.

The Knowledge Academy's 2-day Data Science with R Training course delivers comprehensive knowledge of R programming and its mastery. Participants will delve into working with vectors, lists, metrics, arrays, and data frames, in addition to acquiring expertise in data manipulation, the art of refining and adapting data for enhanced analytical capabilities.

Course Objectives:

  • To provide a comprehensive understanding of the R programming language in the context of data science
  • To equip participants with the skills to preprocess data, construct predictive models, and perform statistical analyses using R
  • To empower individuals to effortlessly conduct complex computations and statistical analyses using R tools
  • To deliver expertise in working with essential tools like data frames, matrices, vectors, and lists in the R language
  • To enhance proficiency in data manipulation for refining and adapting data for analytical capabilities
  • To ensure mastery of R programming through hands-on training and practical applications in data science

Upon completion of this Data Science with R Training, delegates will possess comprehensive knowledge and mastery of the R programming language. They will be equipped with the skills to preprocess data, construct predictive models, and perform statistical analyses, enhancing their data science capabilities.

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What’s included in this Data Science with R Training Course?

  • World-Class Training Sessions from Experienced Instructors
  • Data Science with R Certificate
  • Digital Delegate Pack

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Why choose us

Ways to take this course

Our easy to use Virtual platform allows you to sit the course from home with a live instructor. You will follow the same schedule as the classroom course, and will be able to interact with the trainer and other delegates.

Our fully interactive online training platform is compatible across all devices and can be accessed from anywhere, at any time. All our online courses come with a standard 90 days access that can be extended upon request. Our expert trainers are constantly on hand to help you with any questions which may arise.

This is our most popular style of learning. We run courses in 1200 locations, across 200 countries in one of our hand-picked training venues, providing the all important ‘human touch’ which may be missed in other learning styles.

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Highly experienced trainers

All our trainers are highly qualified, have 10+ years of real-world experience and will provide you with an engaging learning experience.

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State of the art training venues

We only use the highest standard of learning facilities to make sure your experience is as comfortable and distraction-free as possible

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Small class sizes

We limit our class sizes to promote better discussion and ensuring everyone has a personalized experience

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Great value for money

Get more bang for your buck! If you find your chosen course cheaper elsewhere, we’ll match it!

This is the same great training as our classroom learning but carried out at your own business premises. This is the perfect option for larger scale training requirements and means less time away from the office.

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Tailored learning experience

Our courses can be adapted to meet your individual project or business requirements regardless of scope.

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Maximise your training budget

Cut unnecessary costs and focus your entire budget on what really matters, the training.

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Team building opportunity

This gives your team a great opportunity to come together, bond, and discuss, which you may not get in a standard classroom setting.

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Monitor employees progress

Keep track of your employees’ progression and performance in your own workspace.

What our customers are saying

Data Science with R Training FAQs

R is an open-source programming language that is widely used by statisticians, data scientists, and researchers for tasks such as data cleaning, exploratory data analysis, statistical modelling, and machine learning.
There are no formal prerequisites for attending this Data Science with R Training course.
This course is intended for everyone who wants to learn about the methods of analysing data using the R programming language.
R provides a wide range of tools and libraries specifically designed for data analysis. It offers extensive statistical functions, machine learning algorithms, and data manipulation capabilities, allowing data scientists to perform complex analyses and derive meaningful insights from data.
Machine Learning is a field of artificial intelligence (AI) that involves developing algorithms and models that enable computer systems to learn and make predictions or decisions.
At the end of this training, delegates will be able to manipulate and analyse data using data structures. They will also be able to perform various operations and conversions on different file formats.
In this Data Science with R Training course, you learn about R programming, data structure, how to work with data, data manipulation, statistics, machine learning, supervised and unsupervised learning, various statistical distributions, and other related topics.
The price for Data Science with R Training certification in the United Kingdom starts from £2495
The Knowledge Academy is the Leading global training provider for Data Science with R Training.

Why choose us

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Best price in the industry

You won't find better value in the marketplace. If you do find a lower price, we will beat it.

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Many delivery methods

Flexible delivery methods are available depending on your learning style.

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High quality resources

Resources are included for a comprehensive learning experience.

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"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"

Joshua Davies, Thames Water

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