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Data Science & Machine Learning with R from A-Z

Data Science & Machine Learning with R from A-Z

By Studyhub UK

4.3(3)
  • 30 Day Money Back Guarantee
  • Completion Certificate
  • 24/7 Technical Support

Highlights

  • On-Demand course

  • 22 hours 7 minutes

  • All levels

Description

Overview

In the era where information is abundant and decisions are driven by data, have you ever pondered, 'what is machine learning?' or 'what is data science?' Dive into the realm of 'Data Science & Machine Learning with R from A-Z,' a comprehensive guide to unravel these complexities. This course effortlessly blends the foundational aspects of data science with the intricate depths of machine learning algorithms, all through the versatile medium of R. As the digital economy booms, the demand for machine learning jobs continues to surge. Equip yourself with the proficiency to navigate this dynamic field and transition from being an inquisitive mind to a sought-after professional in the space of data science and machine learning with R.

Learning Outcomes:

  1. Understand the foundational concepts of data science and machine learning.
  2. Familiarise oneself with the R environment and its functionalities.
  3. Master data types, structures, and advanced techniques in R.
  4. Acquire proficiency in data manipulation and visual representation using R.
  5. Generate comprehensive reports using R Markdown and design web applications with R Shiny.
  6. Gain a thorough understanding of machine learning methodologies and their applications.
  7. Gain insights into initiating a successful career in the data science sector.

Why buy this Data Science & Machine Learning with R from A-Z course?

  1. Unlimited access to the course for forever
  2. Digital Certificate, Transcript, student ID all included in the price
  3. Absolutely no hidden fees
  4. Directly receive CPD accredited qualifications after course completion
  5. Receive one to one assistance on every weekday from professionals
  6. Immediately receive the PDF certificate after passing
  7. Receive the original copies of your certificate and transcript on the next working day
  8. Easily learn the skills and knowledge from the comfort of your home

Certification

After studying the course materials of the Data Science & Machine Learning with R from A-Z there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60.

Who is this Data Science & Machine Learning with R from A-Z course for?

This course is ideal for

  • Individuals keen on exploring the intricacies of machine learning and data science.
  • Aspiring data analysts and scientists looking to specialise in Machine Learning with R.
  • IT professionals aiming to diversify their skill set in the emerging data-driven market.
  • Researchers seeking to harness the power of R for data representation and analysis.
  • Academics and students aiming to bolster their understanding of modern data practices with R.

Prerequisites

This Data Science & Machine Learning with R from A-Z does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Data Science & Machine Learning with R from A-Z was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection.

Career path

  1. Data Scientist - Average salary range: £35,000 - £70,000 Per Annum
  2. Machine Learning Engineer - Average salary range: £50,000 - £80,000 Per Annum
  3. Data Analyst - Average salary range: £28,000 - £55,000 Per Annum
  4. R Developer - Average salary range: £30,000 - £60,000 Per Annum
  5. R Shiny Web Developer - Average salary range: £32,000 - £65,000 Per Annum
  6. Machine Learning Researcher - Average salary range: £40,000 - £75,000 Per Annum

Course Curriculum

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
Getting Started with R
Getting Started 00:11:00
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
Database 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
Assignment
Assignment - Data Science & Machine Learning with R 00:00:00

About The Provider

Studyhub UK
Studyhub UK
London, England
4.3(3)

Studyhub is a premier online learning platform which aims to help individuals worldwide to realise their educational dreams. For 5 years, we have been dedicated...

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