opic
You are acting as a Business Data Analyst tasked with presenting findings to senior management. Your role is to analyse data, execute regression analysis, and present results in a professional, management-friendly presentation.
Objective
To develop and present actionable business insights through regression analysis, supported by a clear business context and well-defined research questions.
Assessment Structure
Section 1: Business Context
- Describe the business environment in which your dataset is relevant.
- Provide background on the industry, company, or specific problem the dataset addresses.
- Clearly explain why this analysis matters to management/stakeholders.
Section 2: Research Questions
- Formulate clear and relevant research questions based on the dataset.
- Justify the importance of these questions for business decision-making.
Section 3: Data Analysis
- Execute regression analysis on the dataset to address your research questions.
- Include and document regression tables (coefficients, p-values, R, etc.).
- Where appropriate, include other statistical outputs that support your analysis.
- Clearly interpret the regression output in plain language for a management audience, along with statistical evidence.
Section 4: Business Insights
- Translate the regression results into clear, actionable insights.
- Explain what the results mean in the context of the business problem.
- Highlight any significant relationships or predictors identified.
Section 5: Recommendations
- Suggest specific business actions or strategies based on your analysis.
- Explain the expected business impact of implementing these recommendations.
Deliverables
- PowerPoint Slides designed for a management audience:
- Concise, visual, and professional.
- Include relevant charts/tables in your slides. However, include your regression tables in the appendix.
- Minimise technical jargon; focus on clarity and implications.
- A written report and an actual presentation are not required.
- Dataset Source include a reference or link to your dataset.
Notes for Students
- Select a dataset that allows for meaningful regression analysis.
- Your presentation should tell a story: start with the business need, explain your analysis approach, present results, and end with recommendations.
- Avoid clutter keep slides clear, visual, and management-focused.
Referencing and Citation:
As part of your academic responsibilities, all submitted work must adhere to the APA 7th edition guidelines for proper referencing. Please refer to to verify citation and formatting rules before submitting your assignments.
Additionally, make sure to utilize the Coach to review your papers before submission (not after). Instructions for this can be found on the Program Immersion Course page.
AI Use:
You may use AI tools for this assignment as per the myHult . All AI usage must be acknowledged as per the policys citation framework. If unsure about a tool, consult the professor. Unacknowledged AI work will be treated as an academic integrity violation and referred to the Academic Integrity Committee.
note that submit as PowerPoint ; no strict slide cap; include Excel calculation tables in an appendix; focus on regression analysis in Excel
so what need powerpoint and excel sheet
Requirements: as long what is required
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