Data mining techniques

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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. 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-too…

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/2016/02/1…

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

 

 

 

 

 

 

Sample Solution

what your views, sexuality or body type. Furthermore, bloggers and social media influencers have shown a whole new side to the brand as they allow the brand to capture the wants and needs of their target audience directly through what sells and what is seen as popular from these bloggers’ promotions and advertisements.

CHAPTER 4: Conclusion.

To conclude, social media has many different effects on the fashion industry in many different areas. New media will continue to revolutionise and benefit the industry. In my research for of social media platforms it has become evident that at this current time, it plays a massive role in marketing and consumer culture, the views on body image and the importance of bloggers, influencers and celebrities. Mostly it is all positive that has come from the use of social media in the industry, some include the impact it has had on how body image is viewed amongst society. The body type that has been considered ‘the norm’ for years has now been challenged and now the media is open to showing that whether you are plus-size, slim, short or tall, you can still be beautiful. Moreover, the empowerment of women is also something that has had major development thanks to social media. The rise of the blogger and influencer has allowed women to show success and independence through beauty, fashion and make-up. These young people have managed to grow their own businesses by sharing brands and their style with their large followings. In terms of marketing for brands, whether it be high-street or high-end, social media has allowed a massive growth of advertising and sales through the use of influential young people. They have opened brands to a more personal approach of marketing which allows them to really get to know their audience and produce what they want and need. On the contrary, some may view it completely different and argue that social media has created a manipulative side of the fashion industry which encourages conspicuous consumption. However, for the most social media has had a positive impact on the fashion industry and has allowed it to progress with technology and develop with the modern times.

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