The AI Ladder: A Framework for Deploying AI in your Enterprise

所在平台: Coursera

课程主页: https://www.coursera.org/learn/ibm-ai-ladder-framework

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课程简介

课程名称:AI阶梯:在企业中部署AI的框架 课程概述:本课程旨在为参与战略决策的商业和技术专业人士提供指导,帮助他们在企业中引入AI。通过“AI阶梯”这一概念模型,课程参与者将学习成功开发和部署AI解决方案所需的要求、术语和概念。完成课程后,您将能够解释并描述确保成功构建和部署AI解决方案的每个步骤。 课程大纲: 第1部分 标题:AI及AI阶梯简介 描述:本课程专为考虑AI解决方案以应对企业挑战的商业和技术领导者设计。首先,本课程将为学习者提供当今AI技术和主题的商业导向总结。随后,我们将讨论现代化信息架构(IA)的概念,强调“没有IA就没有AI”的重要性。大多数人认为实施AI仅仅是使用AI技术,但现实情况有所不同。虽然您可能能够构建专注于AI技术的小型AI项目,但对业务影响最大的项目将需要利用与数据相关的其他技术,即您的信息架构。接下来,学习者将介绍AI阶梯的概念。AI阶梯是理解大型企业成功部署AI解决方案所需工作和流程的框架。课程将涵盖AI阶梯的每一个步骤,解释各步骤的相关性以及所需的工作。完成此课程后,学习者将具备一套强大的战略工具,以成功开发、部署和维护基于AI的商业解决方案。

课程大纲

Part: 1

Title:Introduction to AI and the AI Ladder

Description:This course is designed for business and technical leaders who are considering AI-based solutions for business challenges in their enterprises. First, this course will provide learners with a business-oriented summary of today's technologies and themes in AI. Following this summary, we will cover the concept of modernizing your information architecture (IA), summarized in the phrase, "...there is no AI without IA". Most people think implementing AI is all about using AI technologies, but the reality is quite different. While you may be able to build small AI projects just focusing on AI technologies, the projects that will have the most impact on your business will require you to leverage not just AI technologies but other technologies related to data: your information architecture. Next, learners will be introduced to the concept of the AI Ladder. The AI Ladder is a framework for understanding the work and processes that are necessary for the successful deployment of AI-based solutions in large enterprises. This course will cover each step of the AI Ladder, explaining the relevance of each step and the work involved at each step. After completing this course learners will be equipped with a powerful set of strategic tools to use in successfully developing, deploying, and maintaining AI-based business solutions.

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课程详情

This course is intended for business and technical professionals involved in strategic decision-making focused on bringing AI into their enterprises. Through the use of a conceptual model called “The AI Ladder”, participants in this course will learn the requirements, terms and concepts associated with successfully developing and deploying AI solutions in their enterprises. After completing this course you will be able to explain and describe each of the steps required to ensure success when you build and deploy AI solutions in your business enterprise.

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