Welcome to the NHERI-SimCenter 2021 AI Workshop

Note

1. Course material is available through the NHERI-SimCenter/SimCenterAI_Workshop2021 repository on Github

2. You will be using Jupyter Notebooks to perform the exercises.

3. Most of you will be using Google Colab to run these Notebooks.

4. Others unable to use Colab will be using Jupyter notebooks on TACC resources.

Contents:

• Presenters
• Syllabus
• Video Content
  • Day 1 - Introduction to Machine Learning (Part1-2 and Part3) and BRAILS
  • Day 2 - Object Detection and Semantic Segmentation
  • Day 3 - Neural Network Architectures
• Notebooks
  • Day 1: Introduction and Image Classification, and BRAILS
  • Day 2: Object Detection
  • Day 3: Neural Network Architectures
• Tools
  • Binder
  • Google Colab