Data Science Course with R Programming

Description

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

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 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.

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%.

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

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.

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.

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.

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