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所在平台: Coursera |
课程主页: https://www.coursera.org/learn/generative-ai-introduction-and-applications
课程评论：没有评论
课程名称：生成式人工智能：简介与应用 概述：本课程旨在为所有人提供学习生成式人工智能（AI）及其应用的机会，包括专业人士、高管、学生和爱好者。课程将帮助学员了解生成式AI的能力，并在工作和生活中有效利用这些能力。 本课程是您了解生成式AI及其各种模型（包括大型语言模型，LLMs）能力的第一步。 课程大纲： 1. **生成式AI的简介与能力** - 描述：在本模块中，您将学习生成式人工智能的基本原理和发展演变，以及其与判别式AI的区别。您还将探索生成式AI的核心能力，重点关注文本生成，并获得使用语言模型进行文本生成、转换和精炼的实践经验。 2. **生成式AI的应用与工具** - 描述：在本模块中，您将了解生成式AI在各个行业和领域中的应用及其变革力量，如IT和DevOps、娱乐、教育、银行与金融、医疗保健和人力资源。您将学习这种技术如何帮助专业人士优化工作流程、提高生产力和更高效地工作。本模块还介绍了流行的生成式AI工具（如文本、图像、代码、音频、视频和虚拟世界生成）的关键能力和实际案例。通过实践实验，您将深入了解ChatGPT和Dall-E 3等工具，以巩固对这些能力的理解。此外，专家见解将提供对生成式AI如何在多个领域塑造未来的更深刻理解。 3. **课程测验、项目与总结** - 描述：本模块包含一个评分测验，以评估和巩固您对课程中所涵盖概念的理解。还提供了一个术语表，以帮助您更好地理解生成式AI相关术语。此外，模块中将包含一个项目，允许您实践生成文本、图像和代码的能力。最后，本模块将为您的学习之旅提供下一步指导。 通过本课程，您将能够掌握生成式AI的基本知识、应用实例及其潜在工具，奠定将其应用到实际工作和生活中的基础。
Name:Introduction and Capabilities of Generative AI
Description:In this module, you will learn the fundamentals of generative artificial intelligence (AI), including its evolution, and how it differs from discriminative AI. You will also explore the core capabilities of generative AI with a focus on text generation and gain hands-on experience in prompting language models to generate, convert, and refine text content.
Name:Applications and Tools of Generative AI
Description:In this module, you will learn about the applications of generative AI and its transformative power across various sectors and industries, such as IT and DevOps, entertainment, education, banking and finance, healthcare, and human resources. You’ll learn how this technology is helping professionals streamline workflows, boost productivity, and work more efficiently. The module also introduces key capabilities and real-world use cases of popular generative AI tools for text, image, code, audio, video, and virtual world generation. Through hands-on labs, you will gain practical experience with tools like ChatGPT and Dall-E 3 to solidify your understanding of these capabilities. Finally, expert insights will provide a deeper understanding of how generative AI is shaping the future across diverse sectors.
Name:Course Quiz, Project, and Wrap-up
Description:This module includes a graded quiz to assess and reinforce your understanding of the concepts covered in the course. It also features a glossary to help you better understand generative AI-related terms. Additionally, the module includes a project that allows you to practice generating text, images, and code using generative AI. Finally, the module provides guidance on the next steps in your learning journey.
This course is designed for everyone, including professionals, executives, students, and enthusiasts, interested in learning about generative AI and leveraging its capabilities in their work and lives. This course is your first step toward understanding the capabilities of generative AI, powered by different models, including large language models (LLMs). In this course, you will learn about the fundamentals and evolution of generative AI. You will explore the capabilities of generative
