Hands On Training

Market Basket Analysis in R

Name: Market Basket Analysis in R
Brand: Careervira
Price: 150 USD
Availability: InStock
Rating: 5.0 (3 reviews)

DataCamp

(3)

Course Report

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Course Features

Duration

4 hours

Delivery Method

Online

Available on

Limited Access

Accessibility

Mobile, Desktop, Laptop

Language

English

Subtitles

English

Level

Intermediate

Teaching Type

Self Paced

Video Content

4 hours

Course Description

How did you go grocery shopping last time? Do you see any connection between the products you purchased, such as tomatoes and spaghetti or ham and pineapple? Online and offline retailers can access millions of customer baskets information to determine associations between products and extract insight through association rules.

Market basket analysis can be used to determine the degree of relation between items. You can also use it to visualise relevant rules and discover connections. You will then be able put into practice all the knowledge that you have gained from analysing a movie library. It is possible to predict the most popular movies together and make personalized recommendations for your users.

Course Overview

Virtual Labs

International Faculty

Case Based Learning

Post Course Interactions

Case Studies,Hands-On Training,Instructor-Moderated Discussions

Skills You Will Gain

Prerequisites/Requirements

Introduction to Data Visualization with ggplot2

Introduction to the Tidyverse

What You Will Learn

Explore association rules in market basket analysis with R by analyzing retail data and creating movie recommendations

You’ll then get to practice what you’ve learned on a movie dataset, as you predict which movies are watched together to create personalized movie recommendations for users

Course Content

Expand all sections

Module 1: Introduction to Market Basket Analysis

Module 2: Metrics Techniques in Market Basket Analysis

Module 3: Visualization in Market Basket Analysis

Module 4: Case Study: Market basket with Movies

Course Instructors

Christopher Bruffaerts

Statistician

Christopher is a Data Scientist with a wealth of industry experience in different sectors from banking, telecommunications, energy, and education. He's passionate about teaching, learning, and identi...

Course Reviews

Average Rating Based on 3 reviews

5.0

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