Events

This February, NVIDIA’s Deep Learning Institute (DLI) is offering a series of free, virtual instructor-led workshops providing hands-on experience with GPU-accelerated servers in the cloud to complete end-to-end projects in the areas of Generative AI and Large Language Models (LLMs). Only current students, researchers and faculty with a valid email address from a college or university in North America are eligible to attend.

Thanks to improvements in computing power and scientific theory, Generative AI is more accessible than ever before. Generative AI will play a significant role across industries and will gain significant importance due to its numerous applications such as Creative Content Generation, Data Augmentation, Simulation and Planning, Anomaly Detection, Drug Discovery, and Personalized Recommendations etc. In this course we will take a deeper dive on denoising diffusion models, which are a popular choice for text-to-image pipelines, disrupting several industries.

By participating in this workshop, you’ll:

• Build a U-Net to generate images from pure noise
• Improve the quality of generated images with the Denoising Diffusion process
• Compare Denoising Diffusion Probabilistic Models (DDPMs) with Denoising Diffusion Implicit Models (DDIMs)
• Control the image output with context embeddings
• Generate images from English text-prompts using CLIP