Data Mining Paper and Presentation

This written assignment will demonstrate the student’s ability to apply the theory of datamining to the manufacturing industries.

The fields of data science and mining are applicable to nearly all industries. This is especially the case with the manufacturing field. In this area, the different areas of the manufacturing process provide ample areas to collect the data. Within each step of the manufacturing process, there are also more opportunities to collect data. This provides a mountain of the data to review, clean, and analyze.

Assignments

Please pick a manufacturing industry (e.g. auto, steel, or book making) and apply data mining to an individual step in the process. Please also address decision tree classifiers as part of the research paper.

Requirements

There are two portions for this part of the residency. You will create a research paper and presentation.

Provide a 1,000 word or 4 pages double spaced research paper.

Use proper APA formatting. Do not plagiarize. Cite other people’s work; they have put much effort into getting their work published and deserve to be recognized.

Demonstrate your understanding of how this would be applied to your choice of industry and step, along with the presentation.

Also, prepare a presentation based on your research paper.

With the number of students in the class, not everyone will have the opportunity to give their presentation. There will be a random selection from the class roster. Your presentation will be a maximum of 5 minutes.

Please turn in your research paper and presentation for each separate assignment. Do not turn in both for either (i.e. upload your research paper in the Research Paper assignment, and presentation at the Presentation assignment).

Please let me know if you have any questions.

Thank you.

Discussion – legal regulations and compliance

Consider the attached article. Reyes, et al. (2018) assessed that thousands of mobile applications designed for use by children are largely non-compliant with regulations established by COPPA. Discuss the possible implications of an article like this on the future development of privacy legislation and regulation? 

Windows Server Project

Looking to get some assistance with this assignment.

  

There are specific requirements for the assignment: The final submission should contain at least 6 pages worth of text written by the student (not counting title page, images, diagrams, tables, or quotations), but may be longer, not to exceed approximately 10 pages worth of student-supplied text. (With the required diagram, and other images, title page, etc., the final submission may end up being more than 10 pages in length.) It must be double-spaced, have 1-inch margins, and use 12-point Times New Roman or 10-point Arial/Helvetica font. A title page is required; APA format for the title page is optional.

· At least one diagram must be included (not counted towards the minimum length described above); this could be a diagram describing Active Directory components, DHCP/DNS design, file share hierarchy, or anything else that is worth displaying graphically to enhance the reader’s understanding of the proposal. Additional diagrams, images, or tables are welcome.

· The submission must cover all of the 6 major topics outlined above. Each choice should be explained with technical and business reasoning. The solution should be reasonably detailed. Additional topics may be covered as desired.

· The structure of the final submission is flexible. There is no specific format required, although it should be organized logically and represent a single, unified solution. It is likely that the format will include separate sections for each of the 6 topics required, as well as a summary.

· At least two non-textbook, non-LabSim, non-Wikipedia reference is required; preferably, this would be a “best practice” guide or similar content from Microsoft or an experienced provider of Microsoft solutions.

Be sure to properly quote or cite any sources used. APA format is required for in-text citations and the list of works cited at the end. 

RM-RESEARCH-10

 RESEARCH:

Need this research paper by Saturday USA time. (5 days from now).

4 pages full excluding references and cover page. Follow APA 7 format and citations.

TOPIC:

Your task this week is to write a research paper discussing the concept of risk modeling. Please also evaluate the importance of risk models. Lastly, construct an approach to modeling various risks and evaluate how an organization may make decisions about techniques to model, measure, and aggregate risks.

Your paper should meet the following requirements:

  • Be approximately four to six pages in length, not including the required cover page and reference page.
  • Follow APA7 guidelines. Your paper should include an introduction, a body with fully developed content, and a conclusion.
  • Support your answers with the readings from the course and at least two scholarly journal articles to support your positions, claims, and observations, in addition to your textbook. 

Question

Discussion Question #1: How do you describe the importance of data in analytics? Can we think about analytics without data? Explain.

Discussion Question #2: Considering the new and broad definition of business analytics, what are the main inputs and outputs to analytics continuum?

Discussion Question #3: Where do the data for business analytics come from? What are the sources and nature of those incoming data?

Discussion Question #4: What are the most common metrics that make for analytics-ready data?

Exercise #12:

Go to data.gov – a US government-sponsored data portal that has a very large number of data sets on a wide variety of topics ranging from healthcare to education, climate to public safety. Pick a topic that you are most passionate about. Go through the topic-specific information and explanation provided on the site. Explore the possibilities of downloading the data and use your favorite data visualization tool to create your own meaningful information and visualization. Show your visualization on your assignment submission

Home work 3

 

Each student will conduct a search  online Library resources to find 1 recent peer reviewed article (within the past 3 years) that closely relates to the concept: Emotional Intelligence. Your submission must include the following information in the following format:

Key Terms:

  •  Emotional Intelligence

DEFINITION: a brief definition of the key term followed by the APA reference for the term; this does not count in the word requirement.

SUMMARY: Summarize the article in your own words- this should be in the 150-200 word range. Be sure to note the article’s author, note their credentials and why we should put any weight behind his/her opinions, research or findings regarding the key term.

ANALYSIS: Using 300-350 words, write a brief analysis, in your own words of how the article relates to the selected chapter Key Term. An analysis is not rehashing what was already stated in the article, but the opportunity for you to add value by sharing your experiences, thoughts and opinions. This is the most important part of the assignment.

REFERENCES: All references must be listed at the bottom of the submission–in APA format. 

Be sure to use the headers in your submission to ensure that all aspects of the assignment are completed as required.

 

HUGE HINT for Journal Article Review Analysis Sections. READ THIS NOW! 

You should incorporate these topics into your analysis section. If you do, then the chances of earning a high grade are GREATLY increased, in fact, this is the FIRST thing I look for when grading your papers. 

1. Explain why you selected this particular article among all the articles you could have chosen on your selected term.

2. Explain why you agree or disagree with the author’s key positions in the article. 

3. Explain how the article was easy or difficult to understand and why? 

4. What did the author do well in your opinion? Explain.

5. Describe what you believe the author could have done better in your opinion?

6. What else should the author have included in the article and would the article benefit from a different perspective (such as from a different nationality or different industry or experience perspective). Explain. 

7. What other sources or methods could the author have used to improve the research in the article?  (Hint: look up the types of qualitative and types of quantitative research methods). 

8. What information / in-depth study / or further research should the author focus on as a follow up to this article and why? 

9. Explain what audience would gain the most benefit from your selected article and how they could apply it in their professional lives. 

10. What did you personally gain from this article and how has it shaped your thinking on the topic?  

11. What are the conflicting or alternative viewpoints of the author’s position? Or  What additional research backs up and confirms or adds to the author’s position?  (Hint: this will require you to find another peer-reviewed article that challenges, confirms, or adds to, or provides a different perspective to your chosen article.)

Next,  I look for the summary, writing quality, and formatting. 

I am typically very lenient on the writing because I am more focused on your content, but I will also point out how the paper could be better written. I only heavily penalize poorly written papers when there are excessive writing problems.

Why do I grade papers in this class this way?  

One of the key differences in a Bachelor’s vs Master’s level is critical thinking. Bachelor’s level basically challenges direct knowledge and recall of information. The Master’s level is more about analysis and critical thinking and defending your position in a scholarly way. The analysis section of these papers is your opportunity to exercise critical thinking (that’s why I call this portion of your papers critiques). 

Recalling or simply explaining the journal articles is a bachelor’s level task. When I see this in your papers I give the paper an automatic C. If the paper is poorly written it also gets an F. 

To get a B or an A – you must provide a critique of the paper and the author and how well the author did and what you think of the article. The questions listed above do this properly.  

I do not want to read your version of the journal article. I may as well read the journal article for myself.  Just briefly describe the article in your summary section  – but the analysis section is where you put in your personal critique – in other words, address the questions listed above and even add in additional thoughts based on your own creativity.