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Data Science Course with R Programming

Data Science Course with R Programming

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Accredited by CPD UK Accredited by CPD UK
Interactive Video Training Interactive Video Training
Lifetime Access Lifetime Access
Duration: 6 Hours Duration: 6 Hours
Recognised Certificate Recognised Certificate
Tutor Support Tutor Support
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This comprehensive data science with R programming course is specially designed for those who are willing to get a better understanding of R programming and data science to gain proficiency in the same. This online course will help you strengthen your knowledge of data science, R and Rstudio, basics, vectors and much more. 

This online data science with R programming course will also help you acquire knowledge about the Matrices, factors, data frame, list, logical and relational operations and conditional statements. You will also gain an understanding of the advanced features like loops, functions R packages, regular expressions, etc., to master R language and data science.

By the end of the course, you will be able to write R programmes efficiently and be able to analyse data. You will also develop the skills to become a successful data scientist or data analyst after completing this course.

This course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. 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.

This course and/or training programme has been endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. This course and/or training programme is not regulated by Ofqual and is not an accredited qualification. Your training provider will be able to advise you on any further recognition, for example progression routes into further and/or higher education. For further information please visit the Learner FAQs on the Quality Licence Scheme website.

Course Highlights 
  • Accredited by The CPD UK
  • Accredited by International Practitioners of Holistic Medicine (IPHM)
  • Lifetime Access
  • High-quality e-learning study materials
  • Learn the most in-demand skills
  • Self-paced, no fixed schedules
  • MCQ Exam and 24/7 Support Included
  • Available to students anywhere in the world
  • No hidden fee
  • Study in a user-friendly, advanced online learning platform
Who is this data science with R programming course for?

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.

Aims and Learning Outcomes of this Data Science Course with R Programming

By the end of the course, you will: 

  • 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
Entry Requirements
  • 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.
Assessment Method   

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%.

Why you should buy this course from Lead Academy?
Incredible Support

We persistently make sure that you have an easy and comfortable experience. You can access the following support upon purchasing this course:

  • Customer support: We have active customer support in the form of live chat that you can access and enjoy 24/7.
  • Tutor support: With all of our courses, you’ll receive access to our committed and dedicated tutor support benefit whenever you require it. You can email us with your query and our wide range of experienced and expert tutors will address your concern accordingly
We Are Unbeaten By Price And Quality
  • Quality worth the price: We assure you to provide the best experience in accordance with the value you are paying for the course.
  • Money-back guarantee: If you are not satisfied with the quality of the course, we have a money-back guarantee option. This option is subject to a time limit of 14 days (according to the terms and conditions).
  • Instalment facility: If your course costs above £50, you can also access the instalment option to pay your amount with 3 instalments.

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

The 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

Assessment

Assessment – Data Science Course with R Programming

CPD Certification Service

This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement.

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 Licence Scheme Endorsed

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.

Endorsed Certificate from Quality Licence Scheme

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

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.

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

Overview

This comprehensive data science with R programming course is specially designed for those who are willing to get a better understanding of R programming and data science to gain proficiency in the same. This online course will help you strengthen your knowledge of data science, R and Rstudio, basics, vectors and much more. 

This online data science with R programming course will also help you acquire knowledge about the Matrices, factors, data frame, list, logical and relational operations and conditional statements. You will also gain an understanding of the advanced features like loops, functions R packages, regular expressions, etc., to master R language and data science.

By the end of the course, you will be able to write R programmes efficiently and be able to analyse data. You will also develop the skills to become a successful data scientist or data analyst after completing this course.

This course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. 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.

This course and/or training programme has been endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. This course and/or training programme is not regulated by Ofqual and is not an accredited qualification. Your training provider will be able to advise you on any further recognition, for example progression routes into further and/or higher education. For further information please visit the Learner FAQs on the Quality Licence Scheme website.

Course Highlights 
  • Accredited by The CPD UK
  • Accredited by International Practitioners of Holistic Medicine (IPHM)
  • Lifetime Access
  • High-quality e-learning study materials
  • Learn the most in-demand skills
  • Self-paced, no fixed schedules
  • MCQ Exam and 24/7 Support Included
  • Available to students anywhere in the world
  • No hidden fee
  • Study in a user-friendly, advanced online learning platform
Who is this data science with R programming course for?

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.

Aims and Learning Outcomes of this Data Science Course with R Programming

By the end of the course, you will: 

  • 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
Entry Requirements
  • 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.
Assessment Method   

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%.

Why you should buy this course from Lead Academy?
Incredible Support

We persistently make sure that you have an easy and comfortable experience. You can access the following support upon purchasing this course:

  • Customer support: We have active customer support in the form of live chat that you can access and enjoy 24/7.
  • Tutor support: With all of our courses, you’ll receive access to our committed and dedicated tutor support benefit whenever you require it. You can email us with your query and our wide range of experienced and expert tutors will address your concern accordingly
We Are Unbeaten By Price And Quality
  • Quality worth the price: We assure you to provide the best experience in accordance with the value you are paying for the course.
  • Money-back guarantee: If you are not satisfied with the quality of the course, we have a money-back guarantee option. This option is subject to a time limit of 14 days (according to the terms and conditions).
  • Instalment facility: If your course costs above £50, you can also access the instalment option to pay your amount with 3 instalments.

Course Curriculum

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

The 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

Assessment

Assessment – Data Science Course with R Programming

Recognised Accreditation

CPD Certification Service

This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement.

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 Licence Scheme Endorsed

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.

Course Certification

Endorsed Certificate from Quality Licence Scheme

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

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.

Learner's Feedback

Frequently Asked Question(FAQ)

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