Big data for business decision-making.

Analyze big data for business decision-making.

Scenario
Big data is the hot topic of the company you work for. With the majority of the world’s data being created in the last few years or an average of 2.5 quintillion bytes of data generated daily, it is the future of business decision-making. You are the Chief Information Officer for a large publicly-traded company and part of the executive leadership team. The executive leadership team consists of the Chief Executive Officer (CEO), Chief Finance Officer (CFO), Chief Marketing Officer (CMO), Chief Operations Officer (COO), Chief Information Officer (CIO), and Chief Human Resources Officer (CHRO). The Executive leadership team has asked you to prepare a presentation about big data and how it will be useful to the company and to each of the team members in their individual roles.
Instructions
Research any publicly traded company and create a PowerPoint presentation. Remember that each department officer wants to know how the decision to use big data will help him or her specifically. In your presentation, include:
1.)Title slide. Make sure to include the name of the publicly-traded company you are writing about.
2.)Definition of big data’s impact on analytical decision-making
3.)Summary of how big data could impact each department
Finance
Marketing
Operations
Information
Human Resources
4.)Analysis of one of the departments using the big data evaluation
Determine the scope (KPIs).
Discuss the planning (variables and measurements).
Discuss operations or implementation of the method.
What data visualization method could be used for results?
5.)A decision tree for implementing or not implementing big data for the company
6.)Final recommendation
7.)Conclusion
8.)Provide attribution for credible sources needed in completing your report

 

Sample Solution

Title slide

  • Company name: Acme Corporation
  • Title: Big Data: The Future of Business Decision-Making
  • Presenter: [Your name]
  • Date: March 8, 2023

Definition of big data’s impact on analytical decision-making

Big data is the collection and analysis of large and complex data sets. It can be used to gain insights into customer behavior, market trends, and operational efficiency. Big data can help businesses make better decisions by providing them with a more complete picture of their operations.

How big data could impact each department

  • Finance: Big data can be used to improve financial forecasting, risk management, and fraud detection. For example, big data can be used to analyze historical financial data to identify patterns that can be used to predict future trends. Big data can also be used to monitor customer spending habits to identify potential fraud.
  • Marketing: Big data can be used to improve customer segmentation, targeting, and personalization. For example, big data can be used to analyze customer purchase history to identify their interests and preferences. Big data can also be used to track customer behavior on social media to understand their needs and wants.
  • Operations: Big data can be used to improve operational efficiency, optimize supply chains, and reduce costs. For example, big data can be used to track inventory levels to ensure that there is enough stock on hand to meet demand. Big data can also be used to monitor production processes to identify areas where efficiency can be improved.
  • Information: Big data can be used to improve information security, compliance, and decision-making. For example, big data can be used to analyze security logs to identify potential threats. Big data can also be used to track employee data to ensure that it is being used in accordance with company policy.
  • Human resources: Big data can be used to improve talent acquisition, performance management, and employee engagement. For example, big data can be used to analyze resumes to identify the best candidates for a job opening. Big data can also be used to track employee performance to identify areas where training is needed.

Analysis of one of the departments using the big data evaluation

  • Department: Marketing
  • KPIs:
    • Customer acquisition rate
    • Customer lifetime value
    • Customer churn rate
  • Planning:
    • Variables: customer demographics, purchase history, social media activity
    • Measurements: customer segmentation, targeting, and personalization
  • Operations or implementation of the method:
    • Use big data to analyze customer data to identify their interests and preferences.
    • Use big data to track customer behavior on social media to understand their needs and wants.
    • Use big data to create targeted marketing campaigns that are more likely to be successful.
  • Data visualization method:
    • Use dashboards and visualizations to track the results of marketing campaigns and make adjustments as needed.

Conclusion

Big data is a powerful tool that can be used to improve decision-making in all areas of a business. By using big data, businesses can gain a more complete picture of their operations and make better decisions that will help them achieve their goals.

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