What This Document Is
This study guide explores a real-world data systems project undertaken for the Nevada Partnership for Homeless Youth (NPHY). It details the process of analyzing an organization’s needs and translating those needs into a functional database system. The document showcases the application of database design principles and query techniques to address challenges faced by a non-profit organization working with a vulnerable population. It’s a practical case study demonstrating how data management can support impactful social work.
Why This Document Matters
Students enrolled in Industrial and Commercial Data Systems (INDENG 115) at UC Berkeley will find this resource particularly valuable. It’s ideal for those seeking to understand how theoretical database concepts are applied in a practical setting. Individuals preparing for projects involving database design, data analysis, or working with non-profit organizations will benefit from examining this detailed case study. Access to the full document unlocks a deeper understanding of the entire project lifecycle, from initial conceptualization to final implementation.
Topics Covered
* Organizational Data Needs Assessment
* Database Design & Entity Relationship Modeling (EER)
* Data Normalization Techniques
* SQL Query Development for Data Analysis
* Data-Driven Decision Making in a Non-Profit Context
* Fundraising and Resource Management Data Systems
* Demand Forecasting and Trend Analysis
* Client/Alumni Data Management
What This Document Provides
* A detailed project overview focusing on a partnership with NPHY.
* Examples of how data analysis can inform program effectiveness.
* Illustrations of database design stages, including conceptualization and refinement.
* Insights into the development of specific queries to extract meaningful information.
* A review of how data can be used to optimize fundraising efforts and resource allocation.
* A look at how regression analysis can be applied to predict future demand for services.
