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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

4.5(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.

  1. Familiarise oneself with the R environment and its functionalities.

  1. Master data types, structures, and advanced techniques in R.

  1. Acquire proficiency in data manipulation and visual representation using R.

  1. Generate comprehensive reports using R Markdown and design web applications with R Shiny.

  1. Gain a thorough understanding of machine learning methodologies and their applications.

  1. 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

  1. Digital Certificate, Transcript, student ID all included in the price

  1. Absolutely no hidden fees

  1. Directly receive CPD accredited qualifications after course completion

  1. Receive one to one assistance on every weekday from professionals

  1. Immediately receive the PDF certificate after passing

  1. Receive the original copies of your certificate and transcript on the next working day

  1. 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

  1. Machine Learning Engineer - Average salary range: £50,000 - £80,000 Per Annum

  1. Data Analyst - Average salary range: £28,000 - £55,000 Per Annum

  1. R Developer - Average salary range: £30,000 - £60,000 Per Annum

  1. R Shiny Web Developer - Average salary range: £32,000 - £65,000 Per Annum

  1. 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
4.5(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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