UCI Programming Usefulness of Clustering Bayes Rule & Neural Networks 5 Parts Paper

Description

Part 1)
Read the Case Study: Customer Segmentation Using K Means Clustering from Towards Data Science
https://towardsdatascience.com/customer-segmentation-using-k-means-clustering-d33964f238c3
Review the Code as well as the article:
https://github.com/abhinavsagar/kaggle-notebooks/blob/master/customer_segmentation.ipynb
Write 1-2 pages on the usefulness of Clustering. 
Part 2)
Read the Case Study: Bayes’ rule with a simple and practical example from Towards Data Science 
https://towardsdatascience.com/bayes-rule-with-a-simple-and-practical-example-2bce3d0f4ad0 
Write 1-2 pages on the usefulness of Bayes Rule.
Part 3)
Research on your own a use for Neural Networks in the “real world” and provide the link to your source as well as a write up explaining the usefulness of the algorithm. This should also be about 1-2 pages. 
Provide a link to your article/ case study that you found. 

Use a Cover Page Following APA Formatting. What does that mean? See this link. See the example of a Cover Page.https://owl.purdue.edu/owl/research_and_citation/apa_style/apa_formatting_and_style_guide/general_format.html 
Provide a brief abstract for each section (what is the audience reading in your paper?) “This case study provides an example of ______. Then walk the reader through the mechanics of the paper – why are they using this algorithm and why is it useful. What is the outcome, etc. Make sure you include some sort of conclusion and perhaps a recommendation for how you would expand on the model – example: what else would you add to the model? 
Part 4)
Run the 4 Notebooks for this week. The files are on the Wall. 
After you run and review the output, create a Text Box at the bottom of file and tell me in your own words what the purpose of the algorithm is. Why its used and what the author was trying to solve. 
Part 5)
Open this Colab file labeled Homework_2_MDE and run the code. Note, there are more efficient ways to run some of this, but I want you to focus on the output and answer the questions being asked. 

2 attachmentsSlide 1 of 2attachment_1attachment_1attachment_2attachment_2

Explanation & Answer:
5 pages

Tags:
programming

Bayes rule

Usefulness of Clustering

User generated content is uploaded by users for the purposes of learning and should be used following Studypool’s honor code & terms of service.

Reviews, comments, and love from our customers and community:

Article Writing

Keep doing what you do, I am really impressed by the work done.

Alexender

Researcher

PowerPoint Presentation

I am speechless…WoW! Thank you so much!

Stacy V.

Part-time student

Dissertation & Thesis

This was a very well-written paper. Great work fast.

M.H.H. Tony

Student

Annotated Bibliography

I love working with this company. You always go above and beyond and exceed my expectations every time.

Francisca N.

Student

Book Report / Review

I received my order wayyyyyyy sooner than I expected. Couldn’t ask for more.

Mary J.

Student

Essay (Any Type)

On time, perfect paper

Prof. Kate (Ph.D)

Student

Case Study

Awesome! Great papers, and early!

Kaylin Green

Student

Proofreading & Editing

Thank you Dr. Rebecca for editing my essays! She completed my task literally in 3 hours. For sure will work with her again, she is great and follows all instructions

Rebecca L.

Researcher

Critical Thinking / Review

Extremely thorough summary, understanding and examples found for social science readings, with edits made as needed and on time. Transparent

Arnold W.

Customer

Coursework

Perfect!

Joshua W.

Student

Leave a Reply

Your email address will not be published. Required fields are marked *

You may use these HTML tags and attributes:

<a href="" title=""> <abbr title=""> <acronym title=""> <b> <blockquote cite=""> <cite> <code> <del datetime=""> <em> <i> <q cite=""> <s> <strike> <strong>