Programming Usefulness of Clustering Bayes Rule Assignment
Order ID:89JHGSJE83839 Style:APA/MLA/Harvard/Chicago Pages:5-10 Instructions:
Programming Usefulness of Clustering Bayes Rule Assignment
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.
RUBRIC
Excellent Quality
95-100%
Introduction 45-41 points
The background and significance of the problem and a clear statement of the research purpose is provided. The search history is mentioned.
Literature Support
91-84 points
The background and significance of the problem and a clear statement of the research purpose is provided. The search history is mentioned.
Methodology
58-53 points
Content is well-organized with headings for each slide and bulleted lists to group related material as needed. Use of font, color, graphics, effects, etc. to enhance readability and presentation content is excellent. Length requirements of 10 slides/pages or less is met.
Average Score
50-85%
40-38 points
More depth/detail for the background and significance is needed, or the research detail is not clear. No search history information is provided.
83-76 points
Review of relevant theoretical literature is evident, but there is little integration of studies into concepts related to problem. Review is partially focused and organized. Supporting and opposing research are included. Summary of information presented is included. Conclusion may not contain a biblical integration.
52-49 points
Content is somewhat organized, but no structure is apparent. The use of font, color, graphics, effects, etc. is occasionally detracting to the presentation content. Length requirements may not be met.
Poor Quality
0-45%
37-1 points
The background and/or significance are missing. No search history information is provided.
75-1 points
Review of relevant theoretical literature is evident, but there is no integration of studies into concepts related to problem. Review is partially focused and organized. Supporting and opposing research are not included in the summary of information presented. Conclusion does not contain a biblical integration.
48-1 points
There is no clear or logical organizational structure. No logical sequence is apparent. The use of font, color, graphics, effects etc. is often detracting to the presentation content. Length requirements may not be met
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Programming Usefulness of Clustering Bayes Rule Assignment