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Estimation of Shear wave velocity in oil sands from other well logs

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Data Science

I apply ML algorithms on public data. Source data is also available for download and practice

Log_Estimation

Using machine learning algorithms and available well data, new well logs (e.g. Facies log, Shear sonic log) will be estimated I am going to use a sample data set I will use scikit-learn as my main Python library for machine learning purposes. However, for explatory data analyses and ploting, scientific library ecossystem will be utilized. I will apply both regression and classification algorithms to estimate a contineous and discrete logs (i.e. Vs (shear wave velocity) and Facies log)

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Estimation of Shear wave velocity in oil sands from other well logs

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