DAT 210 Final Project Guidelines and Rubric...

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DAT 210 Final Project Guidelines and Rubric DAT 210 Final Project Guidelines and Rubric Overview The final project for this course is the creation of a recommendation report that is specifically catered to a given audience. The purpose of this project is to showcase your understanding of foundational data concepts. The project includes five milestones, submitted in Modules One, Three, Four, Five, and Six. The final project is submitted in Module Seven. In this assignment, you will demonstrate your mastery of the following course outcomes:  Analyze the concepts of data analysis and apply them to foundational business processes  Develop sound research questions around identified issues that allow for the creation of successful solutions  Identify possible solutions to business problems by applying appropriate data sources to research questions  Determine the applicability and reliability of data sources for problem-oriented research questions  Recommend the tools and techniques of data retrieval, cleansing, and manipulation of data needed for various business problems effectively to various audiences  Analyze the relevant regulations concerning the retrieval and usage of data in various industries Prompt The Scenario: Running for Glory (RfG) is a one-site running-centric fitness store in Seattle, WA. Seattle has been a center of running enthusiasts for over 40 years, with many stores catering to a wide variety of customers. However, in the past 20 years, most of the stores have expanded to include other sports and have lost their focus on the running trade. Running for Glory has stayed true to its running history and has developed an extremely loyal, almost fanatical customer base. However, the company has not kept abreast of the advances in technology, so it does not know much about its customers other than what its cash registers tell. It can produce basic sales data from its cash register systems, and it can manage inventory records with the help of its suppliers, but RfG cannot analyze trends in customer demographics, develop strategic plans for expansion, or engage in serious discussion with its suppliers concerning the viability of sourcing new products or eliminating any existing ones. One of the Running for Glory partners is convinced that the company should expand to the farther suburbs, where many younger people are locating. This partner believes that RfG’s future lies in attracting new, younger customers in these farther suburbs, but without any demographic data, the four partners have only their instincts to use in making any decisions. RfG management, including executive partners, has decided to hire a consulting company to analyze the company’s situation and develop a report. You have been selected as a consultant for this project. Final Written Report (Due in Module Seven): Given the scenario detailed in the overview, write a recommendation report that is specifically catered to your audience. You will be scored on how effectively you have designed your report towards your audience. A template has been provided in the Start Here area of the course. The following critical elements must be addressed: 1. Introduction: a. Analyze the situation facing the client and explain what problem(s) need to be addressed in your recommendation. What business processes are affected by this problem or will be affected by a solution? b. Develop sound research questions from your situation and problem analysis that can be used in the creation of solutions to your client’s problems. 2. Data Evaluation: a. Explain the sources and types of data; detail which sources are not currently available. b. How applicable is the available data to your research questions? How useful is this data in meeting the needs of your client? c. Assess the reliability and quality of the available data. Consider such things as how well the client has maintained the data, how concise/specific the data is, and so forth. d. What are the regulations around retrieval of data for this industry? Will any of these regulations limit what you can do for your client? How? 3. Data Processing Steps: a. Outline the recommended steps for your audience, explaining how and when each would occur. b. Explain each step’s importance; how will these steps allow the data to be used to answer your research questions and meetclient needs? c. How will you ensure the integrity of the data as you process it? Are there regulations that limit your usage and manipulations? 4. Data Analysis: a. What major concepts of data analysis from this course can you apply to this case? How do these concepts fit? Are there adjustments that need to bemade in order to apply them to the foundational business processes of your client? b. Identify possible solutions for your client. What tools, methods, and strategies would you incorporate using the available dataresources? 5. Audience Attention: Be sure to write your report in a way that clearly communicates the intent to the given audience and effectively portrays your recommendations. Milestones Milestone One Milestone One will be completed in Module One and will serve as an introduction to the final project. Based on the scenario provided, analyze the situation facing Running for Glory and explain what problem(s) need to be addressed in your recommendation. What business processes are affected by this problem or will be affected by a solution? Write a 1–2-page response (4 paragraphs) using the following headings for each section:  Situation Analysis  Problem Identification  Business Processes Affected  Conclusion This milestone is graded with the Milestone One Rubric. Milestone Two Milestone Two will be completed in Module Three. Milestone Two is centered on formulating sound research questions and evaluating data sources. From your assessment in Milestone One of the business problem/opportunity faced by Running for Glory, develop sound research questions that can be used in the creation of solutions to your client’s issues. There might be existing data available as well as data you might want to gather for your analysis. Develop a list of sources and
Answered 4 days AfterOct 12, 2022

Answer To: DAT 210 Final Project Guidelines and Rubric...

Parul answered on Oct 17 2022
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DAT 210 Final Project
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DAT 210 Final Project
Introduction
· Situation and Problem Analysis
By the virtue of this assignment, I have performed an extensive analysis of Running for Glory to comprehend the business operations and how it is leverage technology advancements to bring efficiencies in the system. In this highly competitive and dynamic business where
disruptions are taking place at much rapid rate, it is imperative for any organization to focus on innovation. In order for any business to survive the test of time and thrive in the future, it is crucial to foster innovation in its operations and activities. Important components of any innovation organization include collaboration, implementation, ideation, and value creation. Leaders and management actively engage in activities that develop design thinking and innovation amongst the employees. Running for Glory (RfG) is an onsite running-centric fitness store in Seattle that has been in business for several decades. The company's long operation history can be tied to its uniqueness in service provision since it has upheld its position as the most prolific center for running enthusiasts. However, due to the growth of the number of services provided by fitness centers, RfG seeks to attract a wide variety of customers by expanding its business to include other sports. The company has not embraced current technological advancements in its systems. Conventional systems depend on cash registers to know the company's clients (Batrakoulis, 2019). These systems only enable the acquisition of primary sales data from the cash register system, providing insufficient information to understand customers better.
Similarly, the current systems can only help manage inventory records with suppliers' help. Consequently, the company cannot analyze trends in customer demographics and develop strategic expansion plans. Additionally, the company cannot discuss the viability of sourcing new products and services seriously with suppliers.
· Research Questions
For the scope of this research, I have formulated the research methodology such that it can express deeper insights into the requirement for technology efficiencies in the business. Essentially, RfG's lack of technology incorporation in its business processes has made it incapable of expanding and attracting many clients in the fitness health industry. The company needs to adjust its data processing system to increase the number of sources to collect data. The data processing system will help the company obtain crucial insights from a large data pool to make informed decisions about its clients and business (Batrakoulis, 2019). The data processing plan will collect, transform, clean, and model data to discover helpful information about fitness health industry trends.
General Research Questions
I would be covering the below-mentioned questions for the purpose of this research and would be finding insights from the research in order to answer these questions.
1. How will data processing help in better understanding customers?
2. What are essential steps to consider in the data processing plan?
Specific Research Questions
As we drill down deeper into the research, I would be covering the following two questions going forward in the report.
1. How will the collected data be used to analyze trends in customer demographics?
2. How will the available data be used to develop strategic expansion plans?
Data Evaluation
· Data types and sources
In this section, I would be focusing on understanding the data assessment through types as well as sources. Running for Glory (RfG), will require maximizing its data analysis and forecasting to facilitate growth and success in the fitness health business. It will need big data to increase its chances of gaining relevant insights about customers and the entire industry. RfG should also depend on advanced web technologies and social networking services to gain more information on customers' preferences and need in the fitness...
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