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5.3b Deep Learning Pt2

Source repo: sdsc-summer-institute-2024 | Branch: main | Last synced: 2026-04-24 10:27:17.425 UTC

SDSC Summer Institute 2024

Session 5.3b Deep Learning – Part 2

Date: Thursday, August 8, 2024

Summary: This session continues and extends Deep Learning - Part 1 by going into more advanced examples. Concepts regarding architecture, layers, and applications will be presented. Additionally, more advanced tutorials and hands-on exercises with larger deep convolutional networks and transfer learning will be executed on GPUs. There will also be a chance to learn Keras more in depth and become familiar with building more flexible models.

Presented by: Mai Nguyen (mhnguyen @ucsd.edu) and Paul Rodriguez (p4rodriguez @ucsd.edu)

Reading and Presentations:

  • Lecture material:
    • Presentation Slides: will be made available closer to the session
  • Source Code/Examples: N/A

TASKS: None at this time.