Predictive Pricing Using Airbnb Data: An End-to-End Machine Learning Example with Kinetica

MEET THE HOST: Nick Alonso, Solution Engineer, Emerging Analytics, Kinetica

In this demo-driven session, we’ll explore how you can use machine learning to accelerate traditional data science workflows to more accurately predict and price Airbnb listings. Is pricing a stay at an Airbnb an art or a science? Let’s find out!

THIS TALK ILLUSTRATES: 

• The start-to-finish process of building a model in Kinetica
• Deployment on Kubernetes in a push-button environment
• Visualizing the model right alongside the data
• Geospatially enriching the model to improve performance