The Data Scientist at the Headquarters of UWF, Florida You have been assigned to analyze the data set obtained from the Texas donators, and build a most accurate model to predict the most probable donators, based on his past donation patterns.
computer science
Description
The Data Scientist at the Headquarters of UWF, Florida You
have been assigned to analyze the data set obtained from the Texas donators, and build a most
accurate model to predict the most probable donators, based on his past donation patterns. You are required to follow the work flow and model use Logistic regression to predict
donators.
Deliverables & Fullfillment
1) You are required to conduct a thorough assessment on the given dataset by writing programs using SAS Base. Interpret your findings about the nature of the given dataset with ample justifications.
2) Choose the proper data cleaning technique(s) to prepare the dataset for further modelling.
3) You need to construct the proper feature set needed for the model.
4) Build the most accurate predictive model for the given problem by choosing the appropriate variables. The developed model should be designed using relevant SAS Procedures. Produce output results.
5) Summarize your findings as a report with explanations for your outputs. Explain your findings with SAS Graphs / Charts wherever applicable. Discuss your results with the aid of presentation.
6) Integrate your findings through proper visualization charts and justify your findings
through a presentation.
