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This workshop will be held over two days (July 21 & July 28). A link will be sent to all registered participants, registration is required. Recent collapse of several bridges, such as the I-35 truss bridge in Minneapolis in 2007, Ponte Morandi cable stayed bridge in Genoa, Italy, in 2018, Florida International University Pedestrian Bridge […] |
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A BlueJeans link will be sent to all registered participants. Deep Neural Networks (DNNs) are used as a machine learning method for both regression and classification problems. Keras is a high-level, Python interface running on top of multiple neural network libraries, including the popular library TensorFlow. In this workshop, participants will learn how to quickly use the Keras interface to perform nonlinear regression and classification with standard fully-connected DNNs, as well […] |
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This workshop will introduce participants to using R for presenting data-driven results, with an eye toward reproducible methods. After an introduction to concepts related to reproducible programming and research, demonstrations of standard R markdown as well as overviews of different formats will be provided, including exercises. Prereq: Some basic experience using R is required. Link: http://m-clark.github.io/data-processing-and-visualization/ |
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