## 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 |