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8 changes: 5 additions & 3 deletions 2025-ISC-AWS/JupyterNotebook/tutorial/README.md
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2:10 – 3:20 PM Overview of Flux: Key Features & Updates - Tom Scogland and Daniel Milroy, Principal Computer Scientist, Center for Applied Scientific Computing, Lawrence Livermore National Laboratory

3:20 – 3:30 PM Login to AWS Resources for Hands-On Tutorial
3:20 – 3:35 PM Login to AWS Resources for Hands-On Tutorial, then Break

3:30 – 4:00 PM Demo Chapter 1: Submission Commands- Tom Scogland and Daniel Milroy
3:35 – 4:00 PM Demo Chapter 1: Submission Commands- Tom Scogland and Daniel Milroy

4:00 – 4:30 PM Coffee Break

4:30 – 4:55 PM Demo Chapter 2: Python API – William Hobbs, Software Developer, Livermore Computing Division, Lawrence Livermore National Laboratory

4:55 – 5:15 PM Demo Chapter 3: Monitoring and Utility Commands – William Hobbs
4:55 – 5:05 PM Demo Chapter 3: Monitoring and Utility Commands – William Hobbs

5:05 - 5:15 PM Mini-Break (Start of Vanessa's Virtual Join)

5:15 – 5:50 PM Flux in Different Environments – Vanessa Sochat, Principal Computer Scientist, Livermore Computing Division, Lawrence Livermore National Laboratory

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