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December 2020

Introduction to Deep Neural Networks with Keras/TensorFlow

December 8 @ 10:00 am - 12:00 pm
Location: Your Desktop,

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…

Using Distill for R Markdown

December 8 @ 3:00 pm - 5:00 pm
Location: Your Desktop,

There are a variety of formats available for R markdown beyond 'standard html', one of which is Distill.  Distill is specifically oriented toward presentation of results, and offers a clean…

Spatial regression models

December 8 @ 5:00 pm - 7:00 pm
Location: Your Desktop,

This lecture-style workshop will introduce relevant concepts and techniques for modelling cross-sectional data observed on regular (such as remote sensing pixels) or irregular (such as Census polygons) lattice. Such data…

January 2021

Introduction to Python’s NumPy library

January 26, 2021 @ 10:00 am - 12:00 pm
Location: Your Desktop,

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…

February 2021

Image Segmentation using Deep Learning with FastAI

February 23, 2021 @ 10:00 am - 12:00 pm
Location: Your Desktop,

Like many image processing problems, deep learning has brought many effective solutions to the task of image segmentation. This workshop will introduce you to the methods used in image segmentation,…

March 2021

Introduction to Deep Neural Networks with Keras/TensorFlow

March 16, 2021 @ 10:00 am - 12:00 pm
Location: Your Desktop,

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…

April 2021

Object Detection using Deep Learning with TorchVision

April 13, 2021 @ 10:00 am - 12:00 pm
Location: Your Desktop,

Like many image processing problems, deep learning has brought many effective solutions to the task of object detection. The TorchVision library is part of the PyTorch project, and it offers…