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Apriori Algorithm

Enhance your market research skills with this free Apriori algorithm course. Learn crucial concepts like conjoint analysis, market basket analysis, and the Apriori algorithm and its implementation in detail.

4.72
average rating

Ratings

Intermediate

Level

3.0 Hrs

Learning hours

1.4K+

Learners

Skills you’ll Learn

About this Free Certificate Course

This free course will familiarize you with Apriori, a classic data mining algorithm used in mining frequent itemsets and associated rules. In order to understand the Apriori algorithm better, you must first comprehend conjoint analysis. Hence, you will next get introduced to conjoint analysis and understand the math behind it with the help of a real-world example. Further, you will comprehend the crucial and well-known analysis called Market Basket Analysis. Lastly, you will be briefed about the Apriori algorithm and go through a real-world, hands-on example to understand its implementation better. Complete the quiz at the end of the course to receive a free certificate of course completion.

 

Are you keen to establish yourself in the domain of Data Science and Business Analytics? Look into Great Learning’s Best Data Science Courses to get familiar with the crucial skills and earn a certificate of course completion to flaunt your skills.

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Course Outline

Introduction to Conjoint Analysis

This module introduces you to conjoint analysis and explains its role in market research. You will further be acquainted with the discussion of its example and go through a regular scenario to understand it better.
 

Math Behind Conjoint Analysis

In this module, you will thoroughly understand conjoint analysis and the math behind it. You will go through a real-world example and comprehend the terms involved.

 

Introduction to Market Basket Analysis

This module covers the use of Data Mining to analyze customer data and identify target customers. You will be introduced to Market Basket Analysis and its applications and will receive a summary of the Apriori algorithm.

 

Implementing the Apriori Algorithm

This module contains a hands-on example with the help of which you will thoroughly understand the implementation of the Apriori algorithm in data mining(mining frequent itemsets and associated rules).

 

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4.72
Course Rating
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What our learners enjoyed the most

Ratings & Reviews of this Course

Reviewer Profile

5.0

Engaging Content, Practical Applications, and Insightful Discussions
I appreciate the course's engaging content, practical applications, and insightful discussions. It offers real-world examples and interactive activities that enhance understanding. The well-structured lessons and supportive community make learning enjoyable and effective.
Reviewer Profile

5.0

The Course Offers Clear Insights into Data Mining Techniques and Concepts
As I mentioned earlier, I appreciate the well-structured course, clear explanations, and helpful examples in understanding complex concepts. These aspects greatly enhance my learning experience and understanding of data mining.
Reviewer Profile

5.0

A Better Understanding of Apriori Algorithm
The in-depth discussion on how the Apriori algorithm is performed. This course made the Apriori algorithm subject easier.
Reviewer Profile

5.0

Easy Tutorial for Beginners, Provides New Insights Beyond College Learning
I like that the video gives us more insight with easy explanations.
A Great Way to Learn About Apriori Algorithm
A great way to learn about the Apriori algorithm. Good instructor.

Apriori Algorithm

3.0 Learning Hours . Intermediate

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Frequently Asked Questions

What are the prerequisites required to learn this Apriori Algorithm course?

There are no specific prerequisites required to learn this Apriori Algorithm course. However, it is recommended that you have a basic understanding of data mining concepts.

 

How long does it take to complete this free Apriori Algorithm course?

The free course contains 1.5 hours of self-paced video content rich with hands-on sessions.   

 

Will I have lifetime access to the free course?

Yes, you will have lifetime access to this free Apriori Algorithm course, and you can brush up your knowledge any time the requirement arises.

 

What are my next learning options after this Apriori Algorithm course?

You can look into Great Learning’s MIT Data Science and Machine Learning Program and learn the crucial concepts of Data Science and Machine Learning from the experts.

Is it worth learning the Apriori Algorithm?

Apriori is a prominent algorithm for learning association rules, and it is worth learning due to its simplicity and broad applicability. Understanding and using the Apriori method can be helpful for anyone interested in learning data mining or predictive modeling.

 

What is Apriori Algorithm used for?

Apriori algorithm is utilized for mining frequent item sets and generating association rules.

 

Why is Apriori Algorithm so popular?

For frequent itemset mining and association rule learning over transactional databases, sequential databases, and many other types of data sources, the Apriori method is one of the most straightforward and well-liked techniques. It has been widely used in multiple applications and is well-liked since it is simple to comprehend and apply.

 

What jobs demand that you learn Apriori Algorithm?

Many jobs demand that you learn the Apriorilearn Apriori Algorithm. Some of them include:

  • Data Scientist
  • Machine Learning Engineer
  • Data Analyst
  • Business Analyst

Will I get a certificate after completing this Apriori Algorithm course?

Yes, you will receive a free certificate of course completion after completing all the suggested modules of the course.

What knowledge and skills will I gain upon completing this free Apriori Algorithm course?

By the end of this course, you will have a good understanding of conjoint analysis, market basket analysis, the Apriori algorithm, and its implementation.

 

How much does this Apriori Algorithm course cost?

This Apriori Algorithm course is offered for free, where the learner doesn’t have to pay any cost and can immediately start learning after enrolling in the course.

 

Is there a limit on how many times I can take this Apriori Algorithm free course?

Once enrolled in the course, you are free to revisit the course at any time the need arises.

 

Can I sign up for multiple courses from Great Learning Academy at the same time?

Yes, you can enroll in multiple courses Great Learning offers that support your career path.

 

Why choose Great Learning for this Apriori Algorithm course?

Great Learning Academy offers 1000+ industry-relevant courses for free to help many upskill and grab better job opportunities. Apriori Algorithm is one of the free courses where you can comprehend important concepts like conjoint analysis and market basket analysis and mostly understand the Apriori algorithm in detail with appropriate hands-on sessions.

 

Who is eligible to take this Apriori Algorithm course?

Learners interested to learn this algorithm and market research enthusiasts can register for this course to gain in-depth knowledge of the algorithm.

 

What are the steps to enroll in this course?

 

  • Search for the free “Apriori Algorithm” course in the search bar present at the top corner of Great Learning Academy.
  • Register for the course through the Enroll Now button and start learning.

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