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This course gives you a comprehensive understanding of how Generative AI can be used in Python development, from basic script writing to complex data analysis, and how these tools can improve efficiency, creativity, and code quality. This course equips Python developers with the skills to use ...
Generative AI 新世界 | 文生图领域动手实践:预训练模型的部署和推理 在上期文章,我们探讨了文生图(Text-to-Image)方向的主要论文解读,包括:VAE、DDPM、DDIM、GLIDE、Imagen、UnCLIP、CDM、LDM 等主要扩散模型领域的发展状况。 本期我们将进入动手实践环节,我会带领大家使用 Amazon SageMaker Studio、Amazon SageMaker ...
In this step-by-step tutorial, you'll build a neural network from scratch as an introduction to the world of artificial intelligence (AI) in Python. You'll learn how to train your neural network and make accurate predictions based on a given dataset.
从开发者的角度理解Generative AI的基本概念 了解Prompt Engineering最佳实践 了解不同的提示设计策略 了解如何使用Generative AI Studio设计提示 了解LLM模型参数如何工作 要求 Python基本熟练 描述 欢迎参加“使用Google PaLM API为Python开发人员生成人工智能”课程!你是一名Python开发人员,希望在不深入研究机器学习和数据科...
在上期文章,我们探讨了如何在自定义数据集上来微调(fine-tuned)模型。本期文章,我们将重新回到文本生成的大模型部署场景,探讨如何在 Amazon SageMaker 上部署具有 400 亿参数的 Falcon 40B 开源大模型。 亚马逊云科技开发者社区为开发者们提供全球的开发技术资源。这里有技术文档、开发案例、技术专栏、培训视频、活动与...
Facebook’s AI research director Yann LeCun called adversarial training “the most interesting idea in the last 10 years” in the field of machine learning. Below, you’ll learn how GANs work before implementing two generative models of your own. In this tutorial, you’ll learn: What a ...
( Large Language Models ) in a local environment. From getting started with AI and experimenting with models and prompts to model serving and playgrounds for common generative AI use cases, Podman AI Lab enables you to quickly integrate AI into your applications without depending on infrastructure ...
In this course, AI-powered Python Applications: Building APIs for Generative AI Models, you'll harness the power of AI in production environments. First, you'll dive into creating REST APIs that effectively serve generative AI models, such as text generation, summarization, and data enrichment. ...
近年来,人工智能领域取得了前所未有的突破,尤其是以GPT(Generative Pre-trained Transformer)、LLaMA、Claude等为代表的大型语言模型(Large Language Models,LLMs)引领了一场技术革命。这些大模型凭借数十亿甚至数千亿参数的规模,展现出了接近人类的语言理解和生成能力,为人工智能的应用开辟了广阔前景。本文将深入探讨AI大...