Analysis of unstructured data | Computer Science homework help

Competency

Explain the use of cluster analysis in data science.

Scenario

Sprockets Corporation designs high-end, specialty machine parts for a variety of industries. You have been hired by Sprockets to assist them with their data analysis needs. Sprockets Corporation management is curious about the leveraging of unstructured data. You are convinced that, if presented with a demonstration of the types of analysis that you can perform and the value added to their bottom line, they will give you more work in this lucrative field. Given a sample data set, you are going to present a cluster analysis using the Python language using two separate techniques: horizontal clustering and vertical clustering (k-means)

Instructions

In a presentation to John Sprocket, CEO and the leadership team at Sprockets Corporation, prepare a presentation showcasing the types of analysis you can perform on their existing data and what the benefits are of said analysis. Include in your presentation all source code created in your analysis.

  • Use the clusters.py python module from the collective intelligence text to perform a hierarchical clustering model.
  • Generate a cluster representation (image). Note that you might want to explore a subset of your data in order to support a smaller cluster representation.
  • Leverage the same module to perform a k-means clustering model. In this model you are not required to print out the cluster but rather the groups of the clusters (which rows are clustered together). Again, you may use a subset of the data in order to represent a more tractable output.

Data Sets

https://learning.rasmussen.edu/bbcswebdav/pid-5855340-dt-content-rid-151629593_1/xid-151629593_1

Duepapers
Calculate your paper price
Pages (550 words)
Approximate price: -

Why Work with Us

Top Quality and Well-Researched Papers

We always make sure that writers follow all your instructions precisely. You can choose your academic level: high school, college/university or professional, and we will assign a writer who has a respective degree.

Professional and Experienced Academic Writers

We have a team of professional writers with experience in academic and business writing. Many are native speakers and able to perform any task for which you need help.

Free Unlimited Revisions

If you think we missed something, send your order for a free revision. You have 10 days to submit the order for review after you have received the final document. You can do this yourself after logging into your personal account or by contacting our support.

Prompt Delivery and 100% Money-Back-Guarantee

All papers are always delivered on time. In case we need more time to master your paper, we may contact you regarding the deadline extension. In case you cannot provide us with more time, a 100% refund is guaranteed.

Original & Confidential

We use several writing tools checks to ensure that all documents you receive are free from plagiarism. Our editors carefully review all quotations in the text. We also promise maximum confidentiality in all of our services.

24/7 Customer Support

Our support agents are available 24 hours a day 7 days a week and committed to providing you with the best customer experience. Get in touch whenever you need any assistance.

Try it now!

Calculate the price of your order

Total price:
$0.00

How it works?

Follow these simple steps to get your paper done

Place your order

Fill in the order form and provide all details of your assignment.

Proceed with the payment

Choose the payment system that suits you most.

Receive the final file

Once your paper is ready, we will email it to you.

Our Services

No need to work on your paper at night. Sleep tight, we will cover your back. We offer all kinds of writing services.

Essays

Essay Writing Service

No matter what kind of academic paper you need and how urgent you need it, you are welcome to choose your academic level and the type of your paper at an affordable price. We take care of all your paper needs and give a 24/7 customer care support system.

Admissions

Admission Essays & Business Writing Help

An admission essay is an essay or other written statement by a candidate, often a potential student enrolling in a college, university, or graduate school. You can be rest assurred that through our service we will write the best admission essay for you.

Reviews

Editing Support

Our academic writers and editors make the necessary changes to your paper so that it is polished. We also format your document by correctly quoting the sources and creating reference lists in the formats APA, Harvard, MLA, Chicago / Turabian.

Reviews

Revision Support

If you think your paper could be improved, you can request a review. In this case, your paper will be checked by the writer or assigned to an editor. You can use this option as many times as you see fit. This is free because we want you to be completely satisfied with the service offered.