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Well Logs for Lithology Classification

Develop a classification model to predict geological lithology (e.g., sandstone, shale, limestone) based on standard well log measurements like Gamma Ray, Neutron Porosity, and Bulk Density.

Skills: Python, EDA, Data Cleaning, Machine Learning, Classification Models, Decision Trees, Artificial Neural Networks, Naive Bayes, Perceptron, Logistic Regression, KNN.

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