Market Basket Analysis with Python
Market Basket Analysis with Association Rule Mining
Business,Data Analytics,Data Analysis
Lectures -21
Resources -6
Duration -1.5 hours
30-days Money-Back Guarantee
Get your team access to 10000+ top Tutorials Point courses anytime, anywhere.
Course Description
Welcome to the association rule mining course. This course is an introductory course. You will learn basic knowledge of association rule mining in this course.
Association rule mining is a useful technique to explore associations between variables. It contributes to effective cross-selling and has been applied to construct recommender system in EC sites. We can use it not only in marketing analytics but also other fields in business analytics.
This course intends to provide you with theoretical knowledge as well as python coding. Theoretical knowledge is important to understand the algorithm of data mining, and it can be a useful foundation for more advanced learning.
This course consists of 4 sections. In the first section, you will learn what an association rule is. In Session 2, you will learn the basic metrics of association rule mining. Session 3 covers apriori algorithm that is a useful method to identify important associations between variables. Session 4 is a Hands-On chapter, where you will learn how to implement association rule mining in Python.
I’m looking forward to seeing you in this course!
Goals
What will you learn in this course:
- Association Rule Mining
- Market Basket Analysis
- Python coding for Basic Market Basket Analysis
Prerequisites
What are the prerequisites for this course?
- Novice level Python (preferable)
Curriculum
Check out the detailed breakdown of what’s inside the course
What is Association Rule Mining?
4 Lectures
- What is Association Rule Mining? 05:56 05:56
- Comparison with Similar Methods 04:13 04:13
- Basic Terms 03:22 03:22
- Basic Math: Set Theory 02:35 02:35
Basic Metrics
6 Lectures
Apriori Algorithm
5 Lectures
Market Basket Analysis with Python
4 Lectures
Thank you!
1 Lectures
Instructor Details
Takuma Kimura
eCourse Certificate
Use your certificate to make a career change or to advance in your current career.
Our students work
with the Best
Related Video Courses
View MoreAnnual Membership
Become a valued member of Tutorials Point and enjoy unlimited access to our vast library of top-rated Video Courses
Subscribe nowOnline Certifications
Master prominent technologies at full length and become a valued certified professional.
Explore Now