MICDE Seminar: Demetrios Papageorgiou, Professor, Applied Mathematics, Imperial College London
POSTPONED UNTIL FURTHER NOTICE
10 events found.
Events
Events
Go for data processing Part 1
Rackham Building, Earl Lewis Room, 3rd Floor East 915 E. Washington St., Ann Arbor, MI, United StatesThis is a two-session workshop on the use of Go for data processing. Go is an open source language developed for general-purpose programming. It is not more difficult to learn and use than a high-level scripting language like Python, but it is strongly typed, statically compiled, and provides native support for concurrency, leading to much […]
Machine Learning in R
In this workshop, we’ll first discuss core machine learning concepts such as: choosing loss functions and evaluation metrics; splitting the data into training, validation, and testing sets; and cross-validation patterns for tuning hyper-parameters. Next, we’ll apply these concepts to train models for identifying isolated letters from speech (https://archive.ics.uci.edu/ml/datasets/isolet). Specifically, we’ll apply the elastic net (a […]
POSTPONED – MICDE/AIM Seminar: John Harlim, Professor, Mathematics and Meteorology, Penn State University
Bio: John Harlim is a Professor in the Department of Mathematics and the Department of Meteorology and Atmospheric Sciences. Harlim received his undergraduate degree in Mathematics from the Universitas Padjadaran (Indonesia), a master’s from the University of Guelph in Applied Mathematics, and a PhD in Applied Mathematics and Scientific Computation from the University of Maryland […]
Go for data processing Part 2
Rackham Building, Earl Lewis Room, 3rd Floor East 915 E. Washington St., Ann Arbor, MI, United StatesThis is a two-session workshop on the use of Go for data processing. Go is an open source language developed for general-purpose programming. It is not more difficult to learn and use than a high-level scripting language like Python, but it is strongly typed, statically compiled, and provides native support for concurrency, leading to much […]
Introduction to Deep Neural Networks with Keras/TensorFlow
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 […]
Building software projects: CMake is more than a build tool
Rackham Building, Earl Lewis Room, 3rd Floor East 915 E. Washington St., Ann Arbor, MI, United StatesThis workshop is a continuation of the previous workshop “Building software projects: use CMake to build the building plan”. In this workshop, we will see that CMake is not just a fancy Makefile generator: it can help us to test, reuse, and distribute our software! We will use CMake to build two interdependent multi-language projects, […]
Data Visualization With 3D Graphics Using Unity3D and C#
Your DesktopThis session will be held online, and presenters will be in touch with more information after you register. Video game development is more accessible than ever before thanks to modern software tools, with many options free to download. These tools are also used to program more "serious" applications that require interactive 3D graphics, from […]
GIS analysis in R
Your DesktopThis session will be held online, and presenters will be in touch with more information after you register. R is a popular open source programming environment for statistics and data science. However, it has also gradually become very powerful for GIS and spatial data science. This workshop will help you learn about the tools […]