AWS Machine Learning Blog

Category: Energy (Oil & Gas)

Prepare training and validation dataset for facies classification using Snowflake integration and train using Amazon SageMaker Canvas

This post is co-written with Thatcher Thornberry from bpx energy.  Facies classification is the process of segmenting lithologic formations from geologic data at the wellbore location. During drilling, wireline logs are obtained, which have depth-dependent geologic information. Geologists are deployed to analyze this log data and determine depth ranges for potential facies of interest from […]