Die Deutsche Wissenschaftliche Gesellschaft für Erdöl, Erdgas und Kohle e.V. (DGMK) bietet in Kooperation mit der Deutschen Geophysikalischen Gesellschaft (DGG) einen Short Course zum Thema Machine Learning an (Flyer). Der Kurs findet vom 10.-12.03.2020 in Hamburg statt.
Zum Kursinhalt:
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 a way that trainees only need the basic programming skills in MATLAB or Python.
Die Anmeldung ist ab sofort hier möglich: https://dgmk.de/veranstaltungen/machine-learning-for-exploration-geophysics/
DGG-Mitglieder erhalten einen vergünstigsten Tarif (DGMK-Mitgliedertarif).
