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Introduction to Deep Neural Networks with Keras/TensorFlow

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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 […]

Building Better Data-Driven Products

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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/  

Graduate Studies in Computational & Data Sciences at U-M: Info Sessions

Graduate Studies in Computational & Data Sciences Info Session

Zoom Event MI, United States

4:00 p.m. E.D.T. / 8:00 p.m. G.M.T. | ZOOM EVENT | REGISTER HERE Learn about graduate programs that will prepare you for success in computationally intensive fields, and how you can enroll if you won't be on campus this academic year. Registration is required. The Ph.D. in Scientific Computing is open to all Ph.D. students who […]

Testing and Code Review Practices in Research Software Development Webinar This webinar will cover the use of two software quality practices in the development of research software testing and peer code review.

Testing and Code Review Practices in Research Software Development Webinar

Zoom Event

 MICDE's Center for Scientific Software Infrastructure encourages you to check out this webinar! This webinar is part of the HPC Best Practices webinar series. This series address issues faced by developers of computational science and engineering (CSE) software on high-performance computers  (HPC). Software quality in a research context is essential because research software is used […]

Basics of SPSS

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Each section will go over one chapter from the materials at https://cscar.github.io/workshop-spss/ Section 1: Basics of SPSS (9/16, 10am - 12pm) Section 2: Variables (9/23, 10am - 12pm) Section 3: Data Management (9/30, 10am - 12pm) Section 4: Basic Statistical Analysis (10/7, 10am - 12pm) It is strongly encouraged to have SPSS installed on your machine. If you […]

Introduction to QGIS

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This workshop will provide a gentle introduction to GIS concepts and implementation in QGIS. We will cover introductory GIS concepts and will explore the functionalities of QGIS for manipulating and analyzing vector GIS data. The workshop will be especially useful for participants with little or no exposure to GIS. Participants will also learn to generate production quality maps.  No […]

Introduction to Python’s NumPy library

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This workshop will introduce you to the NumPy library in Python, which is useful in scientific computing. We will cover NumPy’s n-dimensional array object and associated functions in depth, along with related linear algebra and random number capabilities. Some familiarity with Python is expected. The workshop will be done online via BlueJeans. We will run […]

Introduction to the Linux Command Line

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This course will familiarize the student with the basics of accessing and interacting with Linux computers using the GNU/Linux operating system’s Bash shell, also generically referred to as “the command line”. Topics include: a brief overview of Linux, the Bash shell, navigating the file system, basic commands, shell redirection, permissions, processes, and the command environment. […]

SPSS: Variables

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Each section will go over one chapter from the materials at https://cscar.github.io/workshop-spss/ Section 1: Basics of SPSS (9/16, 10am - 12pm) Section 2: Variables (9/23, 10am - 12pm) Section 3: Data Management (9/30, 10am - 12pm) Section 4: Basic Statistical Analysis (10/7, 10am - 12pm) It is strongly encouraged to have SPSS installed on your […]

Using GPUs with Python Wednesday, February 24, 2021, 2:00 pm - 5:00 pm This workshop introduces Python GPU tools for porting and writing code that runs on GPUs. The primary tools, Numba and CuPy are presented with examples. This event has limited capacity, reserve your seat today! MICDE: Michigan Institute for Computational Discovery and Engineering

Using GPUs with Python

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Python is the Lingua Franca of Data today and is being increasingly used in scientific computations. This workshop introduces Python GPU tools for porting and writing code that runs on GPUs. The primary tools, Numba and CuPy, are presented with examples. A Jupyter notebook is used along with a set of lecture slides. The workshop […]