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Introduction to Image Generation with Google Cloud

Course

This course introduces diffusion models, a family of machine learning models that recently showed promise in the image generation space. Diffusion models draw inspiration from physics, specifically thermodynamics. Within the last few years, diffusion models became popular in both research and industry. Diffusion models underpin many state-of-the-art image generation models and tools on Google Cloud. This course introduces you to the theory behind diffusion models and how to train and deploy them on Vertex AI.

This course introduces diffusion models, a family of machine learning models that recently showed promise in the image generation space. Diffusion models draw inspiration from physics, specifically thermodynamics. Within the last few years, diffusion models became popular in both research and industry. Diffusion models underpin many state-of-the-art image generation models and tools on Google Cloud. This course introduces you to the theory behind diffusion models and how to train and deploy them on Vertex AI.

Built in collaboration with

Google Cloud

Intermediate

1 hour

Completion Certificate

Last Updated May 22, 2023

Skills you'll learn:

Diffusion Models • Image generation

Prerequisites:

Intermediate Python • Basic machine learning • Convolutional neural networks

Course Lessons

Lesson 1

Introduction to Image Generation with Google Cloud

This course introduces diffusion models, a family of machine learning models that recently showed promise in the image generation space.

Taught By The Best

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Google Cloud Training

The Google Cloud Training team is responsible for developing, delivering and evaluating training that enables our enterprise customers and partners to use our products and solution offerings in an effective and impactful way.

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