RapidsAI and BlazingSQL Notebooks and Projects
GPU Data Science with RapidsAI and BlazingSQL to speed up ETL, analysis, and modeling over traditional CPU architectures.
NYC Taxi Analysis
Using CuML, CuDF, and BlazinSQL to analyze and model Taxi fares. With a Random Forest Regressor and Xgboost Regressor an R^2 of 0.80 when predicting the fare amount of a taxi ride was achieved.
COVID Flight Data Analysis
Analyzing flight dealys before and after COVID using BlazingSQL