Data Science & Machine Learning with R

Name: Data Science & Machine Learning with R
Price: 25 GBP
Rating: 4.8 (5 reviews)

£25.00 ex Vat

Teacher

Timothy Williams

Category:

Coding & Programming
Employability
Personal Development

4.8( 5 REVIEWS )

30 STUDENTS

The Data Science & Machine Learning with R course offers a deep dive into the world of Data Science, perfect for anyone interested in gaining a theoretical understanding of how Data Science impacts industries across the UK. From mastering R Programming to learning the intricacies of Data Manipulation, this course provides the foundational knowledge necessary to progress in your Data Science journey. With this training, you will become proficient in Data Preprocessing, understand various Machine Learning models, and develop the skills to interpret and visualise data using R.

You’ll also gain insights into creating dynamic reports using R Markdown, and by the end of the course, you’ll have learned how to build web applications with R Shiny. These theoretical skills are essential for anyone looking to work in Data Science, setting you up for a lucrative career in this fast-evolving field.

Get started today and unlock the theoretical foundation you need to launch or grow your career in Data Science.

Your Benefits by Learning with ‘Cambridge Open Academy’:

Accreditation: Showcase your ability with our accredited Data Science & Machine Learning with R to potential employers.
Free Certificate: Get a Free Digital Certificate upon successful completion of the Data Science & Machine Learning with R.
Flexibility: Learn virtually from anywhere, anytime at your own pace and convenience.
Advance Your Career: Upskill to impress your employers and land your dream job or long-awaited promotion.
Immediately Applicable Coursework: Keep up with the latest skill trend by putting your skillsets to work.
Affordability: Save big with our online Data Science & Machine Learning with R as it not only suits your professional needs but also fits within your budget.
Tutor Support: Get tutor support on weekdays, 9-5 am, and our dedicated 24/7 customer support.
Lifetime Access: Achieve lifetime access to the top-notch expertly crafted course materials.

Our Specialised Delivery Method:

Interactive Learning Materials: The course modules were created using an EdTech industry-recognised tool to keep you engaged at all times. With this tool, you get interactive, engaging and top-notch course content. In our courses, you can take advantage of features like—
- Drop Down Menu
- Drag and Drop
- Flash Card
- Label Graphic
- Timeline View
Responsiveness: In light of contemporary mobile and point-of-need learning trends, our courses are designed to be intrinsically dynamic and provide you the ultimate eLearning solution. These courses will adapt to any gadget without any extra software.
Learner-Friendly Navigation: Our courses are also quite simple to navigate for any learner. These courses are designed with simplicity and a modern flow that appeals to a wide range of learning audiences, regardless of their technical background and gadgets.
Elegant Outline: Our courses are visually appealing, where you can —
- Track your progress on the left-side navigation toolbar.
- Engage in drag-and-drop sorting activities and use the multiple response question to test your understanding of course topics.

With your newly acquired skills from this course can help you

Increase Your Hireability.
Make Yourself a Valuable Asset
Get Your Long-awaited Promotion.
Boost Your Pay-scale
Better Your Productivity

Certification:

Once you have successfully completed the Data Science & Machine Learning with R course, you will receive a PDF certificate completely free of cost as a proof of your accomplishment. The hardcopy certificate is also available for the cost of £9.99. UK students are required to pay a £10 as a delivery fee, while international students have to pay £19.99 for the shipment of a hardcopy certificate to their designated address.

Who is this course for?

This Data Science & Machine Learning with R course is developed for people who wish to excel in their professional and personal life. Learn from industry leaders and interact with a global network of experts by enrolling in this Data Science & Machine Learning with R course.

Requirements

Enrolling in our Data Science & Machine Learning with R course does not require any prior knowledge or experience. All that is required is an internet-connected gadget and a passion to learn.

Career Path

Participants in the Data Science & Machine Learning with R course are revolutionizing the professional landscape, propelling their careers forward, and enhancing their livelihoods across the globe. This sought-after course is empowering learners to forge new employment opportunities, advance within their respective industries, and experience substantial personal growth.

Section 01: Introduction to Data Science +ML with R from A-Z
	Intro To DS+ML Section Overview	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 + Machine Learning Marketplace	00:05:00
	DS+ ML Job Opportunities	00:03:00
	Data Science Job Roles	00:04:00
Section 02: Getting Started with R
	Getting Started	00:11:00
	Basics	00:06:00
	Files	00:11:00
	R Studio	00:07:00
	Tidyverse	00:05:00
	Resources	00:04:00
Section 03: Data Types and Structures in R
	Section Introduction	00:30:00
	Basic Types	00:09:00
	Vectors 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
	Matrices	00:31:00
	Lists	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
Section 04: Intermediate R
	Section Introduction	00:49:00
	Relational Operators	00:11:00
	Logical Operators	00:07:00
	Conditional Statements	00:11:00
	Loops	00:08:00
	Functions	00:14:00
	Packages	00:11:00
	Factors	00:28:00
	Dates & Times	00:30:00
	Functional Programming	00:37:00
	Data Import/Export	00:22:00
	Databases	00:27:00
Section 05: Data Manipulation in R
	Section Introduction	00:36:00
	Tidy Data	00:11:00
	The Pipe Operator	00:15:00
	{dplyr}: The Filter Verb	00:22:00
	{dplyr}: The Select Verb	00:46:00
	{dplyr}: The Mutate Verb	00:32:00
	{dplyr}: The Arrange Verb	00:10:00
	{dplyr}: The Summarize Verb	00:23:00
	Data Pivoting: {tidyr}	00:43:00
	String Manipulation: {stringr}	00:33:00
	Web Scraping: {rvest}	00:59:00
	JSON Parsing: {jsonlite}	00:11:00
Section 06: Data Visualization in R
	Section Introduction	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
Section 07: Creating Reports with R Markdown
	Intro To R Markdown	00:29:00
Section 08: Building Webapps with R Shiny
	Intro to R Shiny	00:26:00
	A Basic Webapp	00:31:00
	Other Examples	00:34:00
Section 09: Introduction to Machine Learning
	Intro to ML Part 1	00:22:00
	Intro to ML Part 2	00:47:00
Section 10: Data Preprocessing
	Section Overview	00:27:00
	Data Preprocessing	00:38:00
Section 11: Linear Regression: A Simple Model
	Section Introduction	00:25:00
	A Simple Model	00:53:00
Section 12: Exploratory Data Analysis
	Section Introduction	00:25:00
	Hands-on Exploratory Data Analysis	01:03:00
Section 13: Linear Regression: A Real Model
	Section Introduction	00:32:00
	Linear Regression in R	00:53:00
Section 14: Logistic Regression
	Logistic Regression Intro	00:38:00
	Logistic Regression in R	00:40:00
Section 15: Starting a Career in Data Science
	Section Overview	00:03:00
	Creating A Data Science Resume	00:04:00
	Getting Started with Freelancing	00:05:00
	Top Freelance Websites	00:05:00
	Personal Branding	00:05:00
	Networking	00:04:00
	Setting Up a Website	00:04:00

Certification:

Once you have successfully completed this course, you will receive a PDF certificate completely free of cost as a proof of your accomplishment. The hardcopy certificate is also available for the cost of £9.99.
Note: Delivery of hardcopy certificate is free within the United Kingdom. However, to obtain a hardcopy certificate, International students will have to pay additional fees based on their location.

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30 STUDENTS ENROLLED

£11 /Unit Price

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Data Science & Machine Learning with R

Data Science & Machine Learning with R

Timothy Williams