Die DGMK & DGG darf Sie zum Short Course „Machine Learning for Exploration Geophysics“ von 10. bis 12. März 2020 in Hamburg herzlichst einladen!

About this course

Machine learning has become the main driver of numerous innovative applications: from automated driving and medical devices to industrial automation and electronics. The course offers a comprehensive introduction to machine learning techniques and illustrates the application of machine learning to modern geophysical problems. The goal of the course is to provide trainees with a fundamental understanding of machine learning algorithms sufficient to apply them to solve problems. Topics cover supervised learning (linear regression, logistic regression, support vector machine), neural networks (DNN, CNN, RNN, GAN) and unsupervised learning (clustering, principal component analysis, anomaly detection). The course will also draw from numerous case studies and applications so that trainees will also learn how to apply machine learning algorithms. Although machine learning typically requires HPC resources and advanced programming skills, the course is designed in such away that trainees only need the basic programming skills inMATLAB or Python.

 

Die vollständige Kursbeschreibung entnehmen Sie bitte dem beiliegenden Dokument.

Sie haben Interesse? Program Machine_Learning_Geophysics_2020

Anmeldung unter: www.dgmk.de

Machine Learning for Exploration Geophysics