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Data Science Course with R Programming

Data Science Course with R Programming

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Course Fee

£29

£125

discount white 77% OFF

👉 CPD UK Accredited PDF Certificate Included

4 interest-free payments 4 interest-free payments of £7.25

14 Days Money Back Guarantee
Duration: 374 Minutes
Instant Access
Instant Access
Quality Guarantee

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Promising training excellence, satisfaction gurantee

Accredited by

Accredited by

CPD UK & Quality License Scheme

Tutor Support

Tutor Support

Unlimited support via email, till you complete the course

Recognised Certification

Recognised Certification

Accepted by thousands of professional bodies

Start Anytime

Start Anytime

With 1 year access to the course materials

Online Learning

Online Learning

Learn from anywhere, whenever you want

This course teaches you data analysis and visualisation using the versatile R language. From understanding data structures to performing advanced statistical analysis, this course equips you with the skills to extract meaningful insights from complex datasets.

This course at a glance

  • Accredited by CPD UK
  • Endorsed by Quality Licence Scheme
  • Get a deep understanding of data science, the process and the toolbox
  • Learn about R and Rstudio
  • Get an introduction to the basic data types in R
  • Learn to perform arithmetic calculations on vectors
  • Understand what is a matrix and how to analyse it
  • Know what is factors and how to summarise it
  • Recognise how to create a data frame
  • Get an understanding of the relational and logical operators
  • Learn what is a conditional statement and how to implement the same
  • Learn about loops, functions and R packages
  • Understand data manipulation with dplyr

Why Data Science Course with R Programming right for you?

Whether you are self-taught and you want to fill in the gaps for better efficiency and productivity, this data science with R programming course will set you up with a solid foundation to become a confident data analyst and develop more advanced skills.

This comprehensive data science with R programming course is the perfect way to kickstart your career in the field of R programming. This course will give you a competitive advantage in your career, making you stand out from all other applicants and employees.

As one of the leading course providers and most renowned e-learning specialists online, we’re dedicated to giving you the best educational experience possible. This course is crafted by industry expert, to enable you to learn quickly and efficiently, and at your own pace and convenience.

Data Science Course with R Programming Details


CPD Certification Service
CPD certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Many organisations look for employees with CPD requirements, which means, that by doing this course, you would be a potential candidate in your respective field.

 

Quality License Scheme Certificate (20% off)
The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries.

Data Science Overview

  • Introduction to Data Science
  • Data Science Career of the Future
  • What is Data Science
  • Data Science as a Process
  • Data Science Toolbox
  • Data Science Process Explained
  • What’s Next

R and RStudio

  • Engine and Coding Environment
  • Installing R and RStudio
  • RStudio a Quick Tour

Introduction to Basics

  • Arithmetic With R
  • Variable Assignment
  • Basic Data Types in R

Vectors

  • Creating a Vector
  • Naming a Vector
  • Arithmetic Calculations on Vectors
  • Vector Selection
  • Selection by Comparison

Matrices

  • What’s a Matrix
  • Analyzing Matrices
  • Naming a Matrix
  • Adding Columns and Rows to a Matrix
  • Selection of Matrix Elements
  • Arithmetic with Matrices

Factors

  • What’s a Factor
  • Categorical Variables and Factor Levels
  • Summarizing a Factor
  • Ordered Factors

Data Frames

  • What’s a Data Frame
  • Creating a Data Frame
  • Selection of Data Frame Elements
  • Conditional Selection
  • Sorting a Data Frame

Lists

  • Why Would You Need Lists
  • Creating a List
  • Selecting Elements From a List
  • Adding More Data to The List

Relational Operators

  • Equality
  • Greater and Less Than
  • Compare Vectors
  • Compare Matrices

Logical Operators

  • AND, OR, NOT Operators
  • Logical Operators with Vectors and Matrices
  • Reverse The Result
  • Relational and Logical Operators Together

Conditional Statements

  • IF Statement
  • IF…ELSE
  • The ELSEIF Statement

Loops

  • Write a While Loop
  • Looping with More Conditions
  • Break Stop The While Loop
  • What’s a For Loop.
  • Loop Over a Vector
  • Loop Over a List
  • Loop Over a Matrix
  • For Loop with Conditionals
  • Using Next and Break with For Loop

Functions

  • What Is a Function.
  • Arguments Matching
  • Required and Optional Arguments
  • Nested Functions
  • Writing Own Functions
  • Functions with No Arguments
  • Defining Default Arguments in Functions
  • Function Scoping
  • Control Flow in Functions

R Packages

  • Installing R Packages
  • Loading R Packages
  • Different Ways to Load a Package

The Apply Family – Lapply

  • What Is Lapply and When Is Used.
  • Use Lapply with User-Defined Functions
  • Lapply and Anonymous Functions
  • Use Lapply with Additional Arguments

The Apply Family – Sapply & Vapply

  • What Is Sapply.
  • How to Use Sapply.
  • Sapply with Your Own Function
  • Sapply with a Function Returning a Vector
  • When Can’t Sapply Simplify.
  • What Is Vapply and Why Is It Used.

Useful Functions

  • Mathematical Functions
  • Data Utilities

Regular Expressions

  • Grepl & Grep
  • Metacharacters
  • Sub & Gsub
  • More Metacharacters

Dates And Times

  • Today and Now
  • Create and Format Dates
  • Create and Format Times
  • Calculations with Dates
  • Calculations with Times

Getting and Cleaning Data

  • Get and Set Current Directory
  • Get Data From The Web
  • Loading Flat Files
  • Loading Excel Files

Plotting Data in R

  • Base Plotting System
  • Base Plots Histograms
  • Base Plots Scatterplots
  • Base Plots Regression Line
  • Base Plots Boxplot

Data Manipulation With Dplyr

  • Introduction to Dplyr Package
  • Using the Pipe Operator (%>%)
  • Columns Component Select()
  • Columns Component Rename() and Rename_with()
  • Columns Component Mutate()
  • Columns Component Relocate()
  • Rows Component Filter()
  • Rows Component Slice()
  • Rows Component Arrange()
  • Rows Component Rowwise()
  • Grouping of Rows Summarise()
  • Grouping of Rows Across()
  • Covid-19 Analysis Task

This comprehensive data science with R programming course is suitable for anyone looking to improve their job prospects or aspiring to accelerate their career in this sector and want to gain in-depth knowledge of R programming.

  • There are no academic entry requirements for this data science with r programming course, and it is open to students of all academic backgrounds.
  • However, you are required to have a laptop/desktop/tablet or smartphone and a good internet connection.

This data science with R programming course assesses learners through multiple-choice questions (MCQs). Upon successful completion of the modules, learners must answer MCQs to complete the assessment procedure. Through the MCQs, it is measured how much a learner can grasp from each section. In the assessment pass mark is 60%.

Endorsed Certificate from Quality Licence Scheme

Endorsed Certificate
After successfully passing the MCQ exam you will be eligible to order the Endorsed Certificate by Quality Licence Scheme. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. It will give you a competitive advantage in your career, making you stand out from all other applicants and employees. There is a Quality Licence Scheme endorsement fee to obtain an endorsed certificate which is £65.

Certificate of Achievement from Lead Academy

CPD Certificate
After successfully passing the MCQ exam you will be eligible to order your certificate of achievement as proof of your new skill. The certificate of achievement is an official credential that confirms that you successfully finished a course with Lead Academy. Certificate can be obtained in PDF version at a cost of £12, and there is an additional fee to obtain a printed copy certificate which is £35.

Success Stories

Course Reviews

FAQs

CPD is globally recognised by employers, professional organisations and academic intuitions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD-certified certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world.

Although QLS courses are not subject to Ofqual regulation, they must adhere to an extremely high level that is set and regulated independently across the globe. A course that has been approved by the Quality Licence Scheme simply indicates that it has been examined and evaluated in terms of quality and fulfils the predetermined quality standards.

For CPD accredited PDF certificate it will take 24 hours, however for the hardcopy CPD certificate takes 5-7 business days and for the Quality License Scheme certificate it will take 7-9 business days.

Yes, you can pay via Invoice or Purchase Order, please contact us at info@lead-academy.org for invoice payment.

Yes, you can pay via instalments at checkout.

Our platform provides easy and comfortable access for all learners; all you need is a stable internet connection and a device such as a laptop, desktop PC, tablet, or mobile phone. The learning site is accessible 24/7, allowing you to take the course at your own pace while relaxing in the privacy of your home or workplace.

No, there is no age limit for online learning. Online learning is accessible to people of all ages and requires no age-specific criteria to pursue a course of interest. As opposed to degrees pursued at university, online courses are designed to break the barriers of age limitation that aim to limit the learner’s ability to learn new things, diversify their skills, and expand their horizons.

After successfully purchasing the course, you will receive an email within 24 hours with the login details of your course. Kindly check your inbox, junk or spam folder, or you can contact our client success team via info@lead-academy.org

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