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Chapter 7: Advanced Data Analysis

(6 exercises)

7.1 DCA Script

7.2 Material Balance Equation

7.3 Nodal Analysis Sensitivity

7.4 Production Data Cleaning

7.5 Well Test Interpretation

7.6 Multivariate Regression

Level 3

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Chapter 8: Machine Learning in O&G

(4 exercises)

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8.1 Facies Classification

8.2 Production Forecasting with LSTM

8.3 Anomaly Detection Pipeline

8.4 Feature Engineering for Wells

Level 1

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