Please see attached 

Please check for grammatical errors. Don’t use books or journals as references.

Answer the following the question:

We live in a world of data, perhaps too much data. Organizations continue to store data indefinitely. In fact, about 90% of the data stored on todays databases is deemed worthless within 3 months. Think about your email. How often do you ever go back to an email from six months ago. But you still keep it for what? How should organizations government personal data in a data warehouse? What are some best practices you might suggest to your organization if you were the CIO to ensure that the data in the system was maintained properly?

Instructions

• This is a required assignment, worth 15 points. The assignment must be submitted by the due date. Late assignment are not allowed. 
• You are required to submit a minimum of two postings. Points will be deducted for not fulfilling this minimum requirement.
• Apply and use the basic citation styles of APA is required. Points are deducted per the rubric for this behavior.
• Do not claim credit for the words, ideas, and concepts of others. Use in-text citation and list the reference of your supporting source following APA’s style and formatting. Points are deducted per the rubric for this behavior.
• Do not copy and paste information or concepts from the Internet and claim that is your work. It will be considered Plagiarism and you will receive zero for your work. A second offense results in a zero for the course. A third is termination from the university.

THE PROCESS

1. SELECT a domain area of research (COVID-19 related) *Please chat with me for pre-approval

2.  FORMULATE a problem statement & hypothesis. describe the problem in details you wish to explore.

3. FRAME the question(s) according to your domain

a. Understand A Business

b. Understand A Stakeholders

4. OBTAIN data for your project 

a. Describe the Data: Information about the dataset itself, e.g., the attributes and attribute types, the number of instances, your target variable. 

5. SCRUB the data, this includes cleaning and preparing the data for analytic purposes

6. ANALYZE the data, looking for patterns and insights (EDA & Analytics) *Use Jupyter Notebook

7. SUMMARIZE your findings

Update your paper to address the course concepts that have been covered cin IT governance- as they are applicable to your specific industry, to your specific company.  

TIPS – Week 13 Research Paper: Milestone 3 Draft

Example:

•  Week 13 – Draft incorporating the required content (25 pts.)

1. Program and technology recommendations. This will include your comprehensive description of the industry, your annotated bibliography and the following:

2. Metrics

3. Data that matters to the executives in that industry, the roles for those executives, and some methods for getting this data into their hands.

4. Regulatory, security, and privacy compliance expectations for your company

5. Email and social media strategy

6. Cloud Computing strategy

Please see the below discussion topic.  The response should be at least three paragraphs with up to 2 citations. 

In today’s world of network architecture and the process by which companies communicate with their employees and their customers, it is important to fully understand the weaknesses and strengths of the architecture. Consider an example of a real-word company, whether it be from your own work experience or even a business you may shop through (e.g., Amazon). Evaluate your knowledge of that company and discuss the following items:

• Describe the communication methods applied (e.g., email, chat)
• Elaborate on a personal experience you have had with a network connection that has left you avoiding this site or company based on its inability to provide reliable connectivity for its service. 

3-1 Discussion: Network A

Information Assurance (IA) is the practice of safeguarding information and managing risks related to the use, processing, storage, and transmission of information or data, the systems and processes used for those purposes. In financial industry, how does information assurance applied, in assuring that debit and credit card information and other financial information is protected.

Discuss the weaknesses in these systems and how to improve them.

I recommend your initial posting to be between 200-to-300 words. The replies to fellow students and to the professor should range between 100-to-150 words. All initial posts must contain a properly formatted in-text citation and scholarly reference.

Your task is to conduct a global industry comparative analysis that will help develop the strategy

for expanding your organization’s products into a new country. Note that the term products will

refer to products, services, or a combination of the two.

In this fictional market expansion, your analysis will examine a real-life organization. To

accomplish this task, you need to identify and assess the risks that your organization may

encounter, such as market barriers and competition, as well as opportunities for success in the

selected country. As the general manager for strategy, you have been tasked with the following:

 Analyze your organization’s resources and capabilities (organization profile).

 Evaluate the external environment, specifically the industry in which your organization

operates (industry analysis).

 Select a new country as a market for expanding your organization’s products (country

risk assessment). You will select one country from the provided list and assess the risks

associated with doing business in that country, including risks presented by its economic,

political, and cultural environments.

Based on your research, in Week 5, you will make a recommendation to your senior vice

president and CEO on expanding into this new market. Be sure to budget enough time for each

of the following 12 steps:

1. Choose an organization

2. Examine your organization’s background

3. Analyze the strategy and competitive position of the organization

4. Develop your organization’s competitive strategy statement

5. Summarize financial performance of your organization

6. Analyze trends in your industry

7. Apply Porter’s Five Forces Model

8. Select a new country as a candidate for market expansion

9. Assess international expansion

10. Conduct a PESTEL analysis

11. Assess global value chain

12. Examine cultural issues

 Networks have changed drastically over the last 30 years.  With the first introduction of the 56k modem, which was about 3 typewriter pages per second, to speeds well over 1Gbps these days, the ability to use networks globally, has changed the way we do business.  Using research, determine where networks will go in the next 5-10 years and how that might impact the global economy. 

 Discuss the purpose of 3-F Method concept and how it is calculated. 

 Also perform your own research/analysis using these factors and provide your assessment on whether the United States need to introduce top talents in the field of big data and cloud computing by using bibliometrics. 

Note: Please write about 250 words in APA format with in-text citations and make sure to include atleast 2 references which are scholarly articles.

Week 1 Discussion Topic: Discuss how cloud computing has changed how companies budget for software solutions.

If you have personal experiences, please include those in your response. You must provide references in your responses and document according to APA formatting requirements.