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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.
What you learn in Apriori Algorithm ?
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.
Course Outline
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.
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.
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.
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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2.0 Hours
of self-paced video lectures
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.
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