GitHub - S-T-A-R-L-O-R-D/Attrition_Modelling_For_Clearwater_State_University: Project Description: Clearwater State University offers a wide variety of degree programs, from online degrees to a doctorate in education. Programs are offered in the streams of the arts, education, business & nursing. Some key strategic goals of the University are: 1) Increase enrolment of students 2) Improve retention, progression and graduation rates 3) Recruit better academically qualified undergraduate and graduate students 4) Increase external funding and recognition Skills used: All skills used in different stages of the project are mentioned below: Data Understanding, Data Cleaning, and Visualisation: R language, Excel, Tableau Data Modelling: Python, Machine Learning(Ensembles Include: Boosted trees, Random Forest and Ensemble Stacking using Pystacknet) StoryTelling: Powerpoint, Python Highlights: 1) Exploratory Data Analysis showing key associations 2) Segment Analysis showing key drivers of attrition 3) Results of the statistical model along with business interpretations and recommended interventions

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Project Description: Clearwater State University offers a wide variety of degree programs, from online degrees to a doctorate in education. Programs are offered in the streams of the arts, education, business & nursing. Some key strategic goals of the University are: 1) Increase enrolment of students 2) Improve retention, progression and graduat…