filmov
tv
OpendTect Webinar: How to prepare well logs to get optimal Machine Learning results
Показать описание
This is a recording of the OpendTect Webinar: How to prepare well logs to get optimal Machine Learning results by FORCE 2020 Machine Learning winner Olawale Ibrahim for dGB Earth Sciences.
Getting the best set of training data (wells and logs) is essential for getting best lithology prediction results from Machine Learning models. With database access to a large number of available wells for doing this in OpendTect, manually visualizing and exploring this big data set of wells could be time consuming and also lead to less optimal performance. In this webinar, we show methods to extract the best set of training well data while also getting optimal prediction performance.
Keywords: Python, keras, bokeh, scikit, pandas, numpy, odpy, dgbpy, xgboost, rmse, Root Mean Squared Error, jupyter-notebook
0:28:31
OpendTect Webinar: How to prepare well logs to get optimal Machine Learning results
0:30:34
OpendTect Webinar: Develop your own Machine Learning tools and workflows with OpendTect
1:01:18
OpendTect Machine Learning Developers Q&A Webinar: how to use my own Keras model in the ML UI?
0:47:49
Machine Learning Webinars: Theory, Part 1: Introduction
0:26:54
OpendTect Webinar: Data Conditioning
0:19:55
Image '21 Master Class Webinar: How to extract data from OpendTect into a Python environment
0:19:08
Webinar: OpendTect's Multi-Machine Processing Setup
0:27:18
OpendTect Webinar: Machine Learning with SynthRock link
0:35:13
OpendTect Webinar: Applying and Finetuning your Trained Model: From U-Net to Seismic Interpretation
0:20:09
OpendTect Webinar: Accelerating the Time from Machine Learning R&D to Deployment
1:06:25
OpendTect Machine Learning Developers Q&A Webinar: how can I add my own trained model and other ...
0:38:03
OpendTect Webinar: Surface Segments - The art of removing data to improve the signal to noise
0:30:25
OpendTect Webinar: Porting Machine Learning horizon tracking Notebook to OpendTect
0:38:00
OpendTect Webinar: Unlock the potential of OpendTects Attribute Engine
0:19:28
Machine Learning Webinar Q&A - Demo Log-Log Prediction workflow
0:32:24
OpendTect Webinar: Sequence Stratigraphic Interpretation System (SSIS) in OpendTect
0:21:15
OpendTect Technology Webinar: Horizon Tracking Part 1: Amplitude Tracking Workflows
0:19:00
OpendTect Webinar: Cleaning up your data - Dip steering and other filters
0:36:17
OpendTect Webinar: Building and Training Your 2D CNN Model with OpendTect
0:43:49
Webinar: Attributes and Filters in OpendTect
0:28:00
OpendTect Webinar: Thalweg Tracker
0:38:13
OpendTect Webinar: Machine Learning Applications for Seismic Interpretation
0:56:33
Webinar: OpendTect Volume Builder
0:32:24
OpendTect Webinar: Seismic Classification: a Thalweg Tracker / Machine Learning Approach
Комментарии