Freda Erinmwingbovo account profile
Personal details
Freda Erinmwingbovo
Work preferences
Desired roles
Data Scientist
Experience
Projects
Build and deploy a stroke prediction model using R
Built a stroke prediction model in R using logistic regression, random forest, SVM, decision tree, and XGBoost. Best model: Logistic Regression, ROC AUC 0.847. Deployed via Vetiver and Shiny.
Category: Data Cleansing
Category: Statistical Analysis
Category: Model Deployment
Category: Feature Engineering
Category: Predictive Modeling
Category: Data Preprocessing
Category: Model Evaluation
Category: Machine Learning
Category: Data Analysis
Category: Classification Algorithms
Category: Data Manipulation
Category: Data Import/Export
Category: Data Presentation
Category: Predictive Analytics
Category: Statistical Modeling
Category: Data Wrangling
Category: R (Software)
Category: Model Training
Category: R Programming
•7-9 hours•Completed March 2026
Education
Courses
Google · Course
Foundations of Data Science
Category: Planning
Category: Data Analysis
Category: Project Management
Category: Communication
Completed May 2026
Google · Course
Ask Questions to Make Data-Driven Decisions
Category: Data Analysis
Category: Business Communication
Category: Data Analysis
Category: Business Communication
Category: Data Analysis
Completed May 2026
Google · Course
Foundations: Data, Data, Everywhere
Category: Data Analysis
Category: SQL
Category: Data Analysis
Category: Data Analysis
Category: Data Analysis
Completed May 2026