The broader signature assessment assignment calls for the development of an analytics program as a change agent in a new business venture. In this assignment, you will be introduced to the first phase of that assessment and the associated analytics program which requires you to establish a clear understanding of the business problem you wish to address. You are required to provide an overview of the program objectives and requirements from a business perspective. You will then connect this knowledge to a high-level data mining problem definition.To complete this assignment please:Provide a one paragraph overview of a business problem you would like to addressList three objectives, from a business perspective that an analytics-based solution would addressList three requirements, from a leadership perspective that will lead to a successful analytics-based solutionProvide a one paragraph summary connecting the business problem to a possible data mining solutionPlease note that this assignment should be no longer than the equivalent of one double spaced page. You must be succinct. Please refer to the attached paper for assistance in developing a problem statement.

2-2 Scenario Analysis: Stock OptionsAs a financial advisor, you are assigned a new client who is considering investing in one of two stocks, A or B. The table below shows information about the performance of stocks A and B last year. ReturnStandard DeviationStock A15 %8.3%Stock B14%2.1% As a financial advisor, are there factors other than return and risk that should be considered in making this decision?Based on these factors, what stock would you recommend to the client?What reasons will you convey to your client to justify your decision in recommending this stock?How will this recommendation impact the client?Knowledge of statistics is important foundational knowledge for analyzing data. Equally important is what you can do with that information. An overarching goal of this course is to consider how statistics informs decision making, or data-based decision making. Throughout this course, you will be asked to make decisions and then to consider the impact of those choices. Whether in stock trading, in car sales, or on the production floor, the decisions you make as a business professional should be directly influenced by the data available to you. Careful analysis is the key to data-Specifically, the following critical elements must be addressed: I. Main Elements II. Integration and Application III. Analysis IV. Critical Thinking Guidelines for Submission: Your analysis of the scenario must be submitted as a 1- to 2-page Microsoft Word document with double spacing and 12-point Times New Roman font.