DATA MINING
Ensure to address at least one topic covered in Chapters 1-9 with the outputs. The paper should include the following as Header sections. 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
- Introduction
- Background [Discuss tool, benefits, or limitations]
- Review of the Data [What are you reviewing?]
- Exploring the Data with the tool
- Classifications Basic Concepts and Decision Trees
- Classifications Alternative Techniques
- 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/
Grading Rubrics:
This assignment is an individual work. Please do NOT co-working with colleagues to violate the academic integrity. Grading for this assignment will be based on answer of completed the above requirements, quality, logic/organization of the paper, and language and writing skills. Please see as follows:
- Comprehension of Assignment (Addressed the question completely and thoroughly. Provided additional supporting evidence, demonstrating a full comprehension of subject matter): 20/20 points
- Application of Course Knowledge and Content (Thorough technical application of course knowledge and content in a complete and concise manner): 20/20 points
- Organization of Ideas (Original ideas are effectively developed and presented in a logical, sequential order throughout the entire assignment. Includes adequate and appropriate supporting evidence): 20/20 points
- Writing Skills (Mechanics (spelling, grammar, and punctuation) are flawless, including proficient demonstration of citations and formatting throughout the entire assignment): 20/20 points
- Research Skills (Accurate and applicable use of resources relevant to the subject matter that enhance the overall assignment): 20/20 points