Description

Course Overview

Peek into the world of data science and machine learning with the comprehensive Data Science & Machine Learning With R in 2021 course. This course will provide you with a detailed understanding of both machine learning and data science. In addition, you will acquire essential skills to pursue a career in this growing industry.

The Data Science & Machine Learning With R in 2021 course will teach you the core concept of data science. You will be able to recognize different data types and structures. From the modules, you will receive an introduction to the intermediate R Section. The course will show you the techniques of data manipulation in R. You will know the process of data visualization with R and learn to create reports with R markdown. The Data Science & Machine Learning With R in 2021 course will provide you with an insight into the fundamentals of machine learning. You will understand the principles of data processing, linear regression, logistic regression and more.

This highly informative Data Science & Machine Learning With R in 2021 course will equip you with the essential skills of data science. If you desire to become a professional data scientist, this course can be your stepping stone. So, enroll in the course and fast track your career.

Learning Outcomes

Learn the definition of data science

Understand the basics of machine learning

Enrich your knowledge of data types and structures

Know the process of data manipulation in R

Gain the ability to create reports with R markdown

Become skilled in building web apps with R shiny

Who is this course for?

Aspiring data scientists or individuals interested in learning data science and machine learning

Entry Requirement

This course is available to all learners, of all academic backgrounds.

Learners should be aged 16 or over to undertake the qualification.

Good understanding of English language, numeracy and ICT are required to attend this course.

Certification

After you have successfully completed the course, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hardcopy at the cost of £39 or in PDF format at the cost of £24.

PDF certificate's turnaround time is 24 hours, and for the hardcopy certificate, it is 3-9 working days.

Why choose us?

Affordable, engaging & high-quality e-learning study materials;

Tutorial videos/materials from the industry-leading experts;

Study in a user-friendly, advanced online learning platform;

Efficient exam systems for the assessment and instant result;

The UK & internationally recognized accredited qualification;

Access to course content on mobile, tablet or desktop from anywhere anytime;

The benefit of career advancement opportunities;

24/7 student support via email.

Career Path

The Data Science & Machine Learning With R in 2021 course is a useful qualification to possess and would be beneficial for any related profession or industry such as:

Data Scientist

Data Science and Machine Learning Course Intro
	Data Science and Machine Learning Introduction	00:03:00
	What is Data Science	00:10:00
	Machine Learning Overview	00:05:00
	Who is This Course for	00:03:00
	Data Science and Machine Learning Marketplace	00:05:00
	Data Science and Machine Learning Job Opportunities	00:03:00
Data Types and Structures in R
	Getting Started	00:16:00
	Basics	00:06:00
	Files	00:11:00
	RStudio	00:07:00
	Tidyverse	00:05:00
	Resources	00:04:00
Data Types and Structures in R
	Unit Introduction	00:30:00
	Basic Type	00:09:00
	Vector Part One	00:20:00
	Vectors Part Two	00:25:00
	Vectors - Missing Values	00:16:00
	Vectors - Coercion	00:14:00
	Vectors - Naming	00:10:00
	Vectors - Misc	00:06:00
	Creating Matrics	00:31:00
	List	00:32:00
	Introduction to Data Frames	00:19:00
	Creating Data Frames	00:20:00
	Data Frames: Helper Functions	00:31:00
	Data Frames Tibbles	00:39:00
Intermediate R
	Intermediate Introduction	00:47:00
	Relational Operations	00:11:00
	Conditional Statements	00:11:00
	Loops	00:08:00
	Functions	00:14:00
	Packages	00:11:00
	Factors	00:28:00
	Dates and Times	00:30:00
	Functional Programming	00:37:00
	Data Import or Export	00:22:00
	Database1	00:27:00
Data Manipulation in R
	Data Manipulation in R Introduction	00:36:00
	Tidy Data	00:11:00
	The Pipe Operator	00:15:00
	The Filter Verb	00:22:00
	The Select Verb	00:46:00
	The Mutate Verb	00:32:00
	The Arrange Verb	00:10:00
	The Summarize Verb	00:23:00
	Data Pivoting	00:43:00
	JSON Parsing	00:11:00
	String Manipulation	00:33:00
	Web Scraping	00:59:00
Data Visualization in R
	Data Visualization in R Section Intro	00:17:00
	Getting Started	00:16:00
	Aesthetics Mappings	00:25:00
	Single Variable Plots	00:37:00
	Two Variable Plots	00:21:00
	Facets, Layering, and Coordinate Systems	00:18:00
	Styling and Saving	00:12:00
Creating Reports with R Markdown
	Creating with R Markdown	00:29:00
Building Webapps with R Shiny
	Introduction to R Shiny	00:26:00
	A Basic R Shiny App	00:31:00
	Other Examples with R Shiny	00:34:00
Introduction to Machine Learning
	Machine Learning Part 1	00:22:00
	Machine Learning Part 2	00:47:00
Starting A Career in Data Science
	Starting a Data Science Career Section Overview	00:03:00
	Data Science Resume	00:04:00
	Getting Started with Freelancing	00:05:00
	Top Freelance Websites	00:05:00
	Personal Branding	00:05:00
	Importance of Website and Blo	00:04:00
	Networking Do's and Don'ts	00:04:00
Certificate and Transcript
	Order Your Certificates and Transcripts	00:00:00

Course Images

Data Science & Machine Learning With R in 2021

By John Academy

Booking options

Highlights

Description

About The Provider

Tags

Reviews