UCLA OARC Deep Learning Workshop Series

This folder contains the slides in PDFs and colab demos for the "Learning Deep Learning" lectures hosted by UCLA OARC. The course contents are updated for Winter 2023

Introduction to Neural Networks

• When: Oct 28, 2022 (Friday) 10am-12:00pm
• Please register to the Zoom meeting before joining
• Slides in PDF
• OARC survey

Learning PyTorch

• When: Nov 2, 2022 (Wednesday) 10am-12:00pm
• Please register to the Zoom meeting before joining
• Slides in PDF
• Video of the slide presentation (2021 recording)
• – for PyTorch basics demo
• OARC survey

Deep Learning, the Good, the Bad, and the Ugly

• When: Nov 4, 2022 (Friday) 10am-12:00pm
• Please register to the Zoom meeting before joining

Learning Convolutional Neural Networks (1)

• When: Feb 17, 2023 (Friday) 10am-12:00pm
• Please register to the Zoom meeting before joining
• Slides in PDF
• – CNNs basics pytorch demo
• OARC survey

Learning Convolutional Neural Networks (2)

• When: Feb 24, 2023 (Friday) 10am-12:00pm
• Please register to the Zoom meeting before joining
• Slides in PDF
• – CNNs pytorch demo with Data Augmentation and Transfer Learning
• OARC survey

Learning Generative Adversarial Networks

• When: Mar 03, 2023 (Friday) 10am-12:00pm
• Please register to the Zoom meeting before joining
• Slides in PDF
• – for a basic GAN solution to the dog-image generation problem.
• OARC survey

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Instructor: Qiyang Hu