R ● Machine Learning ● Business Analysis ● Data Modelling ● Regression ● Classification ● Tree-based Models ● Clustering
Feature Engineering ● Natural Language Processing ● Hyperparameter Tuning ● Text Analysis
Hosts on Airbnb face a pressing challenge: how to predict and optimize their booking rates. A high booking rate can mean the difference between a thriving listing and one that sits in obscurity. To address this challenge head-on, I harnessed the power of data and machine learning. The goal? To develop a set of predictive models that can unravel the intricate web of factors influencing booking rates on Airbnb.
