/Case-Study

This lab is dedicated to learning the Advanced Machine Learning methods for analysis of Retail based on historical sales data for 45 stores located in different regions - each store contains a number of departments.

Primary LanguageJupyter Notebook

Case-Study

How to Study the Case File and Complete the Case Study

  1. Access the Case Study File Go to https://github.com/codehub001/Case-Study. Look for a .docx or .pdf file that contains the case study. Download and open the file using a suitable program (Microsoft Word, Google Docs, or a PDF reader).
  2. Understand the Case Study Structure A case study generally has the following sections:

Title: Describes the topic of the study. Introduction: Provides background information. Problem Statement: Defines the issue being addressed. Analysis: Examines the data, context, and key findings. Solution/Approach: Details the proposed or implemented solutions. Conclusion: Summarizes the findings and suggests recommendations. 3. Read and Take Notes Carefully go through each section, highlighting key points. Identify the problem and understand the context. Note down important facts, figures, and references. 4. Research and Analyze If required, gather additional information related to the case. Compare similar studies to see how the problem was solved. Use data analysis techniques if the case study includes numerical data. 5. Structure Your Responses If you're required to answer questions or complete an assignment based on the case study, ensure:

Your answers are clear, concise, and well-structured. You support your arguments with data or real-world examples. Your solution is practical and logically reasoned. 6. Write the Final Report Summarize the problem, analysis, and solution. Use structured formatting with headings and subheadings. Include visuals (graphs, tables) if needed. Proofread for clarity and coherence.

Case Study Template

  1. Title Page Case Study Title Author(s) Name Date of Submission Affiliation/Institution (if required)
  2. Executive Summary (Optional but recommended) Brief overview of the case study (2-3 sentences) Main problem statement Key findings and solution Conclusion in a nutshell
  3. Introduction Background of the study Context of the problem Why this case study is important?
  4. Problem Statement What is the core issue or challenge? Who are the stakeholders affected? Why does this problem need attention?
  5. Research & Analysis Relevant data, facts, and figures Previous studies or background research Challenges faced in data collection (if any) Comparison with similar cases
  6. Solution Approach Possible solutions considered Chosen solution and justification Implementation strategy Challenges faced during implementation
  7. Results & Findings Key outcomes observed Data-driven insights (graphs, charts, tables if applicable) Comparison of expected vs. actual results
  8. Conclusion & Recommendations Summary of key takeaways Final thoughts on the study Future improvements and next steps
  9. References & Appendices List of sources (if applicable) Additional tables, figures, raw data, or supporting information