Energy (Oil & Gas) | AWS Machine Learning Blog

Category: Energy (Oil & Gas)

Prepare training and validation dataset for facies classification using a Snowflake OAuth connection and Amazon SageMaker Canvas

February 2024: This post was reviewed and updated for accuracy. 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 […]