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LAPENNA Fall 2021

Webinars of the LAPENNA Program

(Times are 4pm EST unless otherwise listed)


Date Title Topic(s)
August 20 Introduction Logistics, overview, schedule, course contents
August 27 Overview Computing Platforms, Python, Mathematical Modeling, Linear Algebra
September 3 Machine Learning Scientific Computing, Programming, DNN
September 10 MLP DNN, MLP, Tensorflow, examples
September 17 Backpropagation MLP backpropagation examples
September 24 CNN 1 CNN model, examples
October 1 CNN 2 CNN Backpropagation, examples
October 8 CNN Overview Linear Algebra in CNN, ImageNet CNN network model
October 15 RC vehicle RC vehicle explanation
October 22 Application Unet, segmentation, applications
October 29 RNN RNN, LSTM, Transformer
November 5 GPU Computing Magma, Linear Algebra, GPU
November 12 Advanced topics, Summary Summary
November 19 Summary Summary
Mid December Workshop Workshopt