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Badr Eddine Berrehal on Muck Rack

Badr Eddine Berrehal

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Machine Learning-Based Real-Time Prediction of Formation Lithology and Tops Using Drilling Parameters with a Web App Integration

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By Houdaifa Khalifa, Olusegun Stanley Tomomewo, Uchenna Frank Ndulue, Badr Eddine Berrehal
| MDPI
3. Exploratory Data Analysis Effective supervised machine learning depends on high-quality data. Meticulous data collection is vital, aiming for near-error-free and pertinent information. Rigorous statistical analysis precedes model development to assess data distribution, remove outliers, and validate parameter relationships. This data-driven approach establishes a strong foundation for accurate and reliable predictive models.
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