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 |