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所在平台: Udemy |
课程主页: https://www.udemy.com/course/generative-ai-ar/
课程评论：没有评论
课程名称：生成性人工智能：了解下一代人工智能前沿 课程简介：欢迎来到生成性人工智能的广阔领域。生成性人工智能正在改变我们与机器、手机和计算机的互动方式，成为我们日常生活中不可或缺的一部分。这种新方式的互动既有积极的一面，也有消极和复杂的一面。在本课程中，我们将探索生成性人工智能的浩瀚海洋，涵盖生成模型的理论基础，以及不同模态的映射，包括文本到文本、图像到文本、文本到图像、图像到文本、文本到语音和语音到文本。 我们将讨论课程中每个领域的最新技术（SoTA）模型，包括变换器（Transformers）、语言模型、大型语言模型（LLM）如生成预训练变换器（GPT），为文本生成铺平道路的ChatGPT，以及用于图像生成的GAN、VAE、扩散模型如DALL-E和StableDiffusion，还有用于语音生成的VALL-E。 此外，我们还将关注实践方面，构建简单的语言模型，利用OpenAI API构建ChatGPT克隆，并探索OpenAI在GPT3.5、ChatGPT和DALL-E中的应用案例。我们还将涵盖Huggingface变换器和StableDiffusion。希望您在这次旅程中获得乐趣！
Hello and Welcome to a new Journey in the vast area of Generative AIGenerative AI is changing our definition of the way of interacting with machines, mobiles and computers. It is changing our day-to-day life, where AI is an essential component.This new way of interaction has many faces: the good, the bad and the ugly.In this course we will sail in the vast sea of Generative AI, where we will cover both the theoretical foundations of Generative models, in different modalities mappins: Txt2Txt, Img2Txt, Txt2Img, Img2Txt and Txt2Voice and Voice2Text. We will discuss the SoTA models in each area at the time of this course. This includes the SoTA technology of Transformers, Language models, Large LM or LLM like Generative Pre-trained Transformers (GPT), paving the way to ChatGPT for Text Generation, and GANs, VAE, Diffusion models like DALL-E and StabeDiffusion for Image Generation, and VALL-E foe Voice Generation.In addition, we will cover the practical aspects, where we will build simple Language Models, Build a ChatGPT clone using OpenAI APIs where we will take a tour in OpenAI use cases with GPT3.5 and ChatGPT and DALL-E. In addition we will cover Huggingface transformers and StableDiffusion.Hope you enjoy our journey!
