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This is a repository that groups a diverse set of machine learning models that I have created, tackling problematics in the oil and gas industry using real data.

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MIT license
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berrehalbadr/Machine-Learning-Projects-in-Oil-and-Gas-Industry

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EAGE CO2 Data Exploration and ML Based Zone Clustering.ipynb
EAGE CO2 Data Exploration and ML Based Zone Clustering.ipynb
 
 
Geomechanical Earth Model Insights.ipynb
Geomechanical Earth Model Insights.ipynb
 
 
Insights Data Driven Bit Selection System.ipynb
Insights Data Driven Bit Selection System.ipynb
 
 
LICENSE
LICENSE
 
 
ML Based Drilling Problem Forecast.ipynb
ML Based Drilling Problem Forecast.ipynb
 
 
Mineralogical Composition Prediction Using Well Log Data.ipynb
Mineralogical Composition Prediction Using Well Log Data.ipynb
 
 
Oil Production Time Series Analysis and Forecast Using Arima, Prophet and LSTM's Prediction.ipynb
Oil Production Time Series Analysis and Forecast Using Arima, Prophet and LSTM's Prediction.ipynb
 
 
README.md
README.md
 
 
Unsupervised ML Based Drilling Performance Assessment.ipynb
Unsupervised ML Based Drilling Performance Assessment.ipynb
 
 
Well Path Deviation Probabilistic Prediction.ipynb
Well Path Deviation Probabilistic Prediction.ipynb
 
 

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Machine-learning-in-Oil-and-Gas

This is a repository that groups a diverse set of machine learning models that I have created, tackling problematics in the oil and gas industry using real data.

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This is a repository that groups a diverse set of machine learning models that I have created, tackling problematics in the oil and gas industry using real data.

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