For this project, select an organization that has leveraged Cloud Computing technologies in an attempt to improve profitability or to give them a competitive advantage. Research the organization to understand the challenges that they faced and how they intended to use Cloud Computing to overcome their challenges. The paper should include the following sections each called out with a header:• Company Overview: The section should include the company name, the industry they are in, and a general overview of the organization. • Challenges: Discuss the challenges the organization had that limited their profitability and/or competitiveness and how they planned to leverage Cloud Computing to overcome their challenges. • Solution: Describe the organization’s Cloud Computing implementation and the benefits they realized from the implementation. What was the result of implementing Cloud Computing? Did they meet their objectives for fall short? This section should contain the bulk of your detail. • Conclusion: Summarize the most important ideas from the paper and also make recommendations or how they might have achieved even greater success.This paper should not be a cursory overview. This is a technical class and should be a review of the technical solution. It should detail what was moved to the cloud, what cloud services were and are being consumed, and what the results were. It is not a persuasive paper trying to convince someone to move to the cloud, but an analysis of an organization that has already done so.Warning: If you choose Netflix, be certain to include precisely how cloud services are being used to facilitate their business. There are numerous resources that detail this, but it is vital that you understand exactly what cloud mechanisms are used to facilitate their business. Important - this is a research paper about organizations that consume cloud services. You should not write about Amazon, Azure, Google, Apple, IBM, or other cloud providersRequirements:Evidence of copying from other papers or not properly citing sources could result in a score of zero.The paper must adhere to APA guidelines including Title and Reference pages. There should be at least three scholarly sources listed on the reference page. Each source should be cited in the body of the paper to give credit where due. Per APA, the paper should use a 12-point Time New Roman font, should be double spaced throughout, and the first sentence of each paragraph should be indented .5 inches. The body of the paper should be 3 – 5 pages in length. The Title and Reference pages do not count towards the page count requirements.

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Option #1: Northwind Data Mining and Statistical Analysis Project – PlanningThe objective of the Portfolio Project is mining data from a data warehouse, which contains data from the Northwind database you constructed during the installation of PostgreSQL.Review the Portfolio Project milestone requirements in Modules 3 and 6, and the Portfolio Project requirements in Module 8 for a better understanding of the entire effort.Summary of Tasks for the Portfolio ProjectData Warehouse:Create a data warehouse database, including the fact and dimension tables (star schema).Create the schema for each table.Populate the tables using either ETL (Pentaho) or SQL (PostgreSQL).Preprocessing for SAS:Extract data from the data warehouse, creating a file for input into SAS. The format of the file is your choice. Ensure SAS University Edition accepts your selected format.Statistical Analysis Using SAS:Import data created in the preprocessing step.Conduct statistical analysis using the appropriate statistics from each category:Summary statisticsClassificationClusteringAssociationPrepare an analysis report.Milestone Deliverables:A detailed plan including the tasks, activities, and software requirementsA brief description of any challenges you might face in completing the Portfolio ProjectYour paper must meet the following requirements:Be 2-3 pages in length, not including the cover and references pages.Follow the CSU-Global Guide to Writing & APA (Links to an external site.). Your paper should include an introduction, a body with at least two fully developed paragraphs, and a conclusion.Be clearly and well written using excellent grammar and style techniques. Be concise and logical. You are being graded, in part, on the quality of your writing. If you need assistance with your writing style, you can find many writing resources in the CSU-Global Writing Center (Links to an external site.).Be supported with at least two peer-reviewed, scholarly references. The CSU-Global Library (Links to an external site.) is a great place to find these resources.Refer to the Portfolio Project milestone rubric in the Module 3 folder for more information on the expectations for this assignment.