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Accelerating Pandas Operations with NVIDIA cuDF: A Performance Comparison
As data volumes grow exponentially, the need for faster data processing becomes critical. Traditional CPU-based data manipulation...
Ryan Mardani
Oct 23, 20243 min read
36 views
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CPU vs. GPU : Computation Time Test on Tabular Well Log Data
Machine learning (ML) is growing fast, thanks to computer hardware advancements. The Newer branch of ML, Deep Learning, has been...
Ryan Mardani
Apr 22, 20213 min read
1,206 views
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Lithology 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...
Ryan Mardani
Mar 2, 20213 min read
1,346 views
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Practical Machine Learning Tutorial: Part.4 (Model Evaluation-2), Facies Example
In this part, we will elaborate on more model evaluation metrics specifically for multi-class classification problems. Learning curves...
Ryan Mardani
Jan 24, 20215 min read
380 views
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Practical Machine Learning Tutorial: Part.3 (Model Evaluation-1), Facies Example
In this part, we will elaborate on some model evaluation metrics specifically for multi-class classification problems. Accuracy,...
Ryan Mardani
Jan 22, 20215 min read
141 views
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