Business Data Analytics: Insights and Predictive Models


Timeline
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June 7, 2019Experience start
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September 1, 2019Experience end
Experience scope
Categories
Accounting Data analysis Operations Project managementSkills
python modelling data analytics big data data modelingStudent-consultants will analyze data sets using state-of-the-art technologies to identify trends, establish correlations, and submit recommendations based on predictive models that can enhance decision-making in your organization.
Learners
Final deliverables will include:
- A slide deck with conclusions and recommendations for a 10-minute consulting presentation.
- A written report with details of the predictive models that were developed, including insights and overall recommendations that are inferred from such models.
- All applicable source code.
Project timeline
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June 7, 2019Experience start
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September 1, 2019Experience end
Project Examples
Requirements
Beginning in late February, a class of student-consultants in groups of four will spend 60 hours per team performing a thorough investigation of data sets to tackle a managerial question. Tools such as Python and Tableau will be leveraged for data modeling, machine learning, and visualization.
Based on the information that you provide, groups will develop predictive models and managerial insights into key aspects of your organization. Each team will propose solutions and implementation strategies to improve your decision making processes and outcomes.
Example projects include, but are not limited to:
- Analysis of customer segmentation relative to different products and services, to enhance marketing campaigns and refocus your products/services.
- Investigate predictive models to understand trends in sales, attrition rates, and profits that impact your business.
- Propose new ways to visualize data through tables and plots that can provide new insights for managers.
Additional company criteria
Companies must answer the following questions to submit a match request to this experience:
Additional company criteria
Companies must answer the following questions to submit a match request to this experience:
Timeline
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June 7, 2019Experience start
-
September 1, 2019Experience end