At least 10 pages (not including heading and content list pages) and 5 references.
Project Topics:
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You have been asked by management (manufacturing, healthcare, retail, financial, and etc.,) to create a research report using a data mining tool, data analytic, BI tool. It is your responsibility to search, download, and produce outputs using one of the tools. You will need to focus your results on the data set you select.
Ensure to address at least one topic covered in Chapters 1-9 with the outputs. The paper should include the following as Header sections. You can find some related topics if you want. Then write the term paper.
BI Tools:
R Studio
Tableau Public has a free trial
Microsoft Power BI
Search for others with trial options
Project Topics:
You have been asked by management (manufacturing, healthcare, retail, financial, and etc.,) to create a research report using a data mining tool, data analytic, BI tool. It is your responsibility to search, download, and produce outputs using one of the tools. You will need to focus your results on the data set you select.
Ensure to address at least one topic covered in Chapters 1-9 with the outputs. The paper should include the following as Header sections. You can find some related topics if you want. Then write the term paper.
Example of topics:
1. Using data mining techniques for learning systems….
2. How to improve Health Care System using data mining techniques…
3. Design and develop Network/Information Security using data mining techniques…
4. How efficiently extract knowledge from a big data using data mining techniques…
5. Using data mining techniques to improve the financial/stock information systems…
Types of Data Analytic Tools:
https://www.octoparse.com/blog/top-30-big-data-tools-for-data-analysis/
Excel with Solver, but has limitations
R Studio
Tableau Public has a free trial
Microsoft Power BI
Search for others with trial options
Examples of Dataset:
http://www.rdatamining.com/
https://www.forbes.com/sites/bernardmarr/2016/02/12/big-data-35-brilliant-and-free-data-sources-for-2016/#4b3e96f1b54d
Example: Project Construction Format:
You should follow the following content format:
Title: Topic
Name: Logan Lee
ID: 123-45-567
I. Introduction
II. Background [Discuss tool, benefits, or limitations]
III. Review of the Data [What are you reviewing?]
IV. Exploring the Data with the tool
V. Classifications Basic Concepts and Decision Trees
VI. Other Alternative Techniques
VII. Summary of Results
References
(Ensure to use the Author, APA citations with any outside content).
Assignment Instructions:
1. No ZIP file
2. The submitted assignment must be typed by ONE Single MS Word/PDF file.
3. At least 10 pages (not including heading and content list pages) and 5 references.
4. Use 12-font size and 1.5 lines space
5. No more than 4 figures and 3 tables
6. Follow APA style and content format: UC follows the APA (American Psychological Association) for writing style in all its courses which require a Paper or Essay.
http://www.apastyle.org/
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ReadTan, Steinbach, & Kumar –
Chapter 1 – Introduction
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Read Tan, Steinbach, & Kumar – Chapter 2 – Data,
Chapter 3 – Exploring Data
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Read Tan, Steinbach, & Kumar –
Chapter 4 – Classification: Basic
Concepts,
Decision Trees, and Model Evaluation
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Read Tan, Steinbach, & Kumar – Chapter 5 – Association Analysis: Basic
Concepts and Algorithms
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Read Tan, Steinbach, & Kumar –
Chapter 6 – Association Analysis: Advanced
Concepts,
Chapter 7 – Cluster Analysis: Basic Concepts and Algorithms
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Read Tan, Steinbach, & Kumar – Chapter 8 – Cluster Analysis: Additional
Issues and Algorithms,
Chapter 9 – Anomaly Detection
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Read Tan, Steinbach, & Kumar –
Chapter 10 – Avoiding False Discoveries
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Review Chapters 1 – 10
*SHORT WEEK* All assignments must be completed by DATE at TIME EST.
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