Week 4 Topic: Data Mining Software, Techniques and Applications: Clustering
Course Learning Objectives:
Compare and contrast various data mining software applications.
Identify the steps in the decision-making process.
Identify the steps in the data mining process.
Explain the different data mining techniques.
Evaluate a data set for ethical considerations.
Apply the data mining steps to an association technique using market basket analysis.
Prepare a report that explains an association technique output.
References for doing your research – Reading and understanding the concepts.
Cluster Analysis in Data Mining
Why Use Clustering in Data Mining
Clustering Data Mining Techniques: 5 Critical Algorithms 2023
Understanding Clustering in Unsupervised Learning
K-Means Clustering: Explain It To Me Like I’m 10
Clustering With K-Means
What is K Means Clustering? With an Example
Assignment: Due by 04/10/2023 (Monday), 9 PM CT; carries 15% of your grade.
In about 400 words, define what clustering analysis means and how is this used in the data mining process. (3 Points)
In about 400 words, explain the concept of supervised and unsupervised learning. Illustrate using examples . (3 Points)
In your own words (about 500), define what K-Clustering means. Based on your understanding of this concept, provide a practical example of where and how this concept is used. For example, in the field of marketing, finance, sports, etc. Think of events in your own life, where this concept might have used, be creative (6 Points)
Delivering a high-quality product at a reasonable price is not enough anymore.
That’s why we have developed 5 beneficial guarantees that will make your experience with our service enjoyable, easy, and safe.
You have to be 100% sure of the quality of your product to give a money-back guarantee. This describes us perfectly. Make sure that this guarantee is totally transparent.Read more
Each paper is composed from scratch, according to your instructions. It is then checked by our plagiarism-detection software. There is no gap where plagiarism could squeeze in.Read more
Thanks to our free revisions, there is no way for you to be unsatisfied. We will work on your paper until you are completely happy with the result.Read more
Your email is safe, as we store it according to international data protection rules. Your bank details are secure, as we use only reliable payment systems.Read more
By sending us your money, you buy the service we provide. Check out our terms and conditions if you prefer business talks to be laid out in official language.Read more