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MGTS 401: Advanced Data Modelling AirBnB Data
Project Type
Academic
Date
December 2023
Role
Business Intelligence Data Analyst
Type of Applications
Tableau Desktop,Tableau Prep, PowerBI, R Software, Teams, Google slides,
R Packages
Backward Elimination, Best Subset, Forward Selection, Stepwise, Logistic Regression
In this course I mastered advanced data modelling techniques and their strategic applications. The course deepened my proficiency in R for statistical analysis and Tableau for data visualization. I conducted descriptive statistics and logistic regression, and created a Tableau dashboard to visualize Airbnb data. I explored key concepts such as the ordinary least squares estimator, classical linear regression assumptions, and advanced methods like panel analysis and spatial modelling. This experience enhanced my ability to analyze complex datasets and present actionable insights effectively.
Click on the dashboards for more details, NOTE this does not work on mobile sorry for the inconvenience!
