All posts by : chebby

 Topic – Spam Email Detection

Research content (at least 1000 words and 6 references – 3 must be scholarly peer-reviewed articles)

Create visualizations using R Language as applicable, discuss findings

**Must be APA formatted** **College Level Writing****No grammar issues and no  spelling issues**

• Title Page – Include Group number and names of all contributors from the group
• No abstract is to be included
• Document body with citations (rewrite all information used from sources)
• Reference Page

In this individual assignment, you will perform an exploratory analysis with What-If Tool, to better understand the structure of datasets, investigate initial questions, and develop preliminary insights and hypotheses. Your final submission will take the form of a report consisting of key insights gained during your analysis.

Step 1: Dataset Selection and Initial Questions

Pick two datasets. These can be ones that are available for demo at https://pair-code.github.io/what-if-tool/explore/ (Links to an external site.). But we’ll give you additional points if you choose to use datasets that are not available there.  

After selecting datasets – but prior to analysis – write down an initial set of three questions you’d like to investigate about the datasets and prediction results from ML models.

Part 2: Exploratory Visual Analysis

Next, you will perform an exploratory analysis of your dataset and results from ML models using What-If Tool. You can either use their web demo if you use their provided datasets. You can also use notebooks and revise them with your datasets and models.

You should consider two different phases of exploration.

In the first phase, you should seek to gain an overview of the structure of your datasets and results from their models. What is the structure of datasets? Which features are used? Are there any notable issues with the distributions of datasets? What is the model performance? What features contributed the most? Are there any surprising relationships among subsets of data and model results? Are there any fairness issues?

In the second phase, you should investigate your initial questions, as well as any new questions that arise during your exploration. For each question, playing with the visualizations in What-If Tool, that might provide a useful answer. Interact with their functionalities (e.g., datapoint editors, dropdown menus, fairness analysis) to develop better perspectives, explore unexpected observations, or sanity check your assumptions. You should repeat this process for each of your questions, and also feel free to revise your questions or branch off to explore new questions.

What to submit?

You’ll submit a single PDF as a form of a report. For each dataset, you will provide 10 most interesting or surprising findings (or “insights”) with details and screenshots. Your “insights” can include important surprises or issues (such as skewed data distributions, critical fairness issues) as well as responses to your analysis questions. Each finding will consist of a title and 2-4 sentence descriptions, and screenshots. Provide sufficient detail so that anyone could read through your report and understand what you’ve learned. You are free, but not required, to annotate your images to draw attention to specific features of the data. 

Do not submit a report cluttered with everything little thing you tried. Submit a clean, succinct report that highlights the most interesting, insightful observations. You don’t need to tell us how the tool works — we already know that. Think of this like a report to your manager who wants to know what the datasets look like and how the model worked. 

The structure of the report will be:

• Dataset 1
  • Which dataset?
  • Three initial questions
  • 10 most interesting findings
• Dataset 2
  • Which dataset?
  • Three initial questions
  • 10 most interesting findings

Grading

• Clear questions applicable to the chosen datasets
• Clearly written, understandable descriptions that communicate primary insights
• Sufficient breadth of analysis, exploring multiple questions
• Sufficient depth of analysis, with appropriate follow-up questions
• Interesting insights that are worth reporting

Topic: modern day attacks against wireless networks

Prepare a report on your  topic from Week 2 with a minimum of 2000 words, 

References (10 minimum). You may use resources from the APUS Online Library, any library, government library, or any peer-reviewed reference (Wikipedia and any other publicly-reviewed source are not accepted).

casestudy 

You are responsible for planning and conducting diversity training for your organization. List and explain a minimum of three topics that you would include in the training and explain your rationale.

APA format 300 words and intent citations and at-least 2 peer reviewed articles as references.

Check Attachment!!!

Portfolio Project: This week select an organization that has a Global platform (they operate in more than one country), that has demonstrated operational excellence.  In this paper, perform the following activities:

• Name the organization and briefly describe what good or service they sell and where they operate.
• Note how they are a differentiator in the market.
• Note the resources used to ensure success in their industry (remember resources are comprised of more than just people).
• Explain what actions the company took to achieve operational excellence.

The above submission should be three pages in length.  Remember the total length does not include the APA approved cover page or the references.  There should be at least three APA approved references to support your work.  

Writing Assignment – WK 5

According to recent surveys, China, India, and the Philippines are the three most popular countries for IT outsourcing. Write a short paper (2-4 paragraphs) explaining what the appeal would be for US companies to outsource IT functions to these countries. You may discuss cost, labor pool, language, or possibly government support as your reasons. There are many other reasons you may choose to highlight in your paper. Be sure to use your own words.

Week 5 – Discussion

Many believe that cloud computing can reduce the total cost of computing and enhance “green computing” (environmental friendly). Why do you believe this to be correct? If you disagree, please explain why?

Week 5 Assignment

• 5.1 Provide a brief definition of network access control.
• 5.2 What is an EAP?
• 5.3 List and briefly define four EAP authentication methods.
• 5.4 What is EAPOL?
• 5.5 What is the function of IEEE 802.1X?
• 5.6 Define cloud computing.
• 5.7 List and briefly define three cloud service models.
• 5.8 What is the cloud computing reference architecture?
• 5.9 Describe some of the main cloud-specific security threats.

Please complete the questions in a Word document and then upload the assignment for grading. When assigning a name to your document please use the following format (last name_Assignment #6). Use examples from the readings, lecture notes, and outside research to support your answers. The assignment must be a minimum of a 1-full page in length with a minimum of 2 outside sources. Please be sure to follow APA guidelines for citing and referencing sources. Assignments are due by 11:59 pm Eastern Time on Sunday.

1. Explain the difference between single-scene, multiple scenes, and network investigations. In what ways do single- and multiple-scene investigations differ from network investigations?

2. What are some of the key needs in local law enforcement agencies to improve their response to computer crimes?

How would you explain the correlation between the amount of corruption in a country and economic development?

250 to 300 words APA format with references.