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在业务中实施 AI 解决方案

基础技能水平
更新时间 2026年1月
了解如何从 AI 中提取商业价值。 学习如何评估 AI 机会、创建 POC、实施解决方案并制定 AI 战略。
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TheoryArtificial Intelligence
2小时
16 视频
56 道练习
3,700 XP
51,817
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课程描述

了解 AI 如何创造商业价值

像 ChatGPT 这样的最新 AI 工具和技术确实拥有惊人的能力,但这如何转化为商业价值呢?在这门课程中,你将了解 AI 的能力与局限,以及它如何提升员工生产力、自动化业务流程,并提供更优质、更个性化的客户体验。

了解如何构建 AI 概念验证(POC)

最令人惊叹的 AI 产品和服务,很可能最初都只是基础的概念验证(POC)。 你将了解创建 POC 所涉及的各个阶段和角色,从机会范围界定到组建项目团队以及理解资源限制。 您还将学习数据管理、存储和隐私,以确保您的 POC 符合相关监管法规。

为企业中的 AI 实施建立论证

一个单一的 AI POC 往往只是一个更广泛讨论的开端,即如何在整个企业中实施更多 AI 解决方案。 在本课程中,你将了解何时以及如何将 POC 转化为成熟的解决方案,如何识别 AI 采用中的阻力点,以及如何向更广泛的业务和客户传达 AI 的价值。

先决条件

本课程无先修要求
1

Getting Started with AI

Learn what AI is, how it has evolved, and how it is different from other non-AI data solutions. In this chapter, you will begin building a framework for how to implement AI into your business, including key elements to an AI strategy, phases for implementation, and basic technical design. Finally, you'll learn about the importance of Responsible AI governance throughout the entire process.
开始章节
2

Benefits, Limitations, and Use Cases of AI

You now know what AI is and how to think about it responsibly. It's time to gain a better sense of its benefits, limitations, and use cases in business. In this chapter, you'll do just that! You'll understand the value AI can bring to an organization as well as the areas it lacks in. You'll go through some high-level use cases across different departments in a business. Finally, you'll learn about principles for choosing a great use case for an AI solution.
开始章节
3

Building a Proof of Concept

With use cases in mind, it's time to build a proof of concept! This is a small project that will determine the feasibility and estimate further business value if fully implemented. In this chapter, you will learn the phases of a POC, what makes them successful, and the important components to think about regarding technical infrastructure and data. Finally, you'll learn about the types of roles required for your POC project team.
开始章节
4

Beyond the POC

In this final chapter of the course, you will learn the final steps of an AI solution implementation - assessing the POC, scaling, and aligning culture and skills. You will understand the areas in which a POC can be evaluated as well as what are good indicators for moving forward with scaling the solution. You will go over the big components to focus on for scaling to a full implementation, including requirements for culture and upskilling folks in your business.
开始章节
在业务中实施 AI 解决方案
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