ericyung1998 / airbnb-room-type

[PYTHON] Airbnb NYC room type classification machine learning models

airbnb-room-type

ISOM3400 (Python Programming for Business Analytics): Project 3

• Airbnb NYC room type classification machine learning models

• Learning Objectives: identify business objectives, analyse dataset, implement predictive models, present findings
• Python Libraries: pandas, numpy, sklearn, matplotlib, seaborn, missingno, urllib
  • Machine Learning Models: Logistic Regression, Random Forest, Decision Tree, K-Nearest Neighbor, Neural Network, Support Vector Machine
• Improvements: use cvgrid for machine learning hyperparameters tuning to avoid overfitting