Coursera
MOOC / Non-credit
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Introduction to Image Generation - 简体中文
About this course
本课程向您介绍扩散模型。这类机器学习模型最近在图像生成领域展现出了巨大潜力。扩散模型的灵感来源于物理学，特别是热力学。过去几年内，扩散模型成为热门研究主题并在整个行业开始流行。Google Cloud 上许多先进的图像生成模型和工具都是以扩散模型为基础构建的。本课程向您介绍扩散模型背后的理论，以及如何在 Vertex AI 上训练和部署此类模型。
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What you'll learn
- understanding diffusion models
- theoretical foundations of image generation
- training models on Vertex AI
- deploying models for practical use
Machine Learning
#deep learning
#model deployment
#artificial intelligence
#machine learning
#image generation
#vertex ai
#model training
#thermodynamics
#diffusion models
#research techniques
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