mardaniaApr 22, 20213 minCPU vs. GPU : Computation Time Test on Tabular Well Log DataMachine learning (ML) is growing fast, thanks to computer hardware advancements. The Newer branch of ML, Deep Learning, has been...
mardaniaMar 2, 20213 minLithology Prediction Using Deep Learning: Force 2020 Dataset: Part.1 (data visualization)The objective of the Force 2020 competition was to predict lithology labels from well logs, provided NDP lithostratigraphy and well X, Y...
mardaniaJan 26, 20214 minInteractive Web Application: Well Log Prediction Using Various Machine Learning AlgorithmsMaybe this is a common thought that after working with code scripts, you want to convert it to a shareable application with a graphical...
mardaniaJan 24, 20215 minPractical Machine Learning Tutorial: Part.4 (Model Evaluation-2), Facies ExampleIn this part, we will elaborate on more model evaluation metrics specifically for multi-class classification problems. Learning curves...
mardaniaJan 22, 20215 minPractical Machine Learning Tutorial: Part.3 (Model Evaluation-1), Facies ExampleIn this part, we will elaborate on some model evaluation metrics specifically for multi-class classification problems. Accuracy,...