Use Case: Facies Classification

In this Oil & Gas use case, use Dataiku DSS to classify facies based on their physical characteristics.

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Curriculum60 min

  • Overview
  • Prepare Input Data
  • Visualize Data
  • Train and Evaluate a Machine Learning Model
  • Generate Features
  • Update Recipe Input and Propagate Schema
  • Retrain Machine Learning Model
  • Perform Custom Scoring
  • Create a Dashboard
  • Create a Dataiku Application
  • Wrap-up: Facies Classification Use Case

Curriculum60 min

  • Overview
  • Prepare Input Data
  • Visualize Data
  • Train and Evaluate a Machine Learning Model
  • Generate Features
  • Update Recipe Input and Propagate Schema
  • Retrain Machine Learning Model
  • Perform Custom Scoring
  • Create a Dashboard
  • Create a Dataiku Application
  • Wrap-up: Facies Classification Use Case