中Gen AI: Unlock Foundational Concepts is the second course of the Gen AI Leader learning path. In this course, you unlock the foundational concepts of generative AI by exploring the differences between AI, ML, and gen AI, and understanding how various data types enable generative AI to address business challenges. You also gain insights into Google Cloud strategies to address the limitations of foundation models and the key challenges for responsible and secure AI development and deployment.
Gen AI: Unlock Foundational Concepts
您将学到什么
Define and describe the core gen AI concepts.
Explain how various data types are used in generative AI to solve business problems, drive innovation, and gain a competitive advantage.
Explain the role of foundation models in generative AI, including their capabilities and limitations.
Describe the Google Cloud-recommended strategies for handling LLM limitations.
您将获得的技能
要了解的详细信息
可分享的证书
添加到您的领英档案
作业
3 项作业
授课语言：英语（English）
了解顶级公司的员工如何掌握热门技能
积累 Software Development 领域的专业知识
本课程是 Generative AI Leader 专业证书 专项课程的一部分
在注册此课程时，您还会同时注册此专业证书。
- 向行业专家学习新概念
- 获得对主题或工具的基础理解
- 通过实践项目培养工作相关技能
- 通过 Google Cloud 获得可共享的职业证书
该课程共有4个模块
This module covers key generative AI concepts and their differences, focusing on the relationship between data and AI model performance. It also differentiates between machine learning types and provides Google Cloud use cases for each.
涵盖的内容
1个作业6个插件
This module covers how diverse data types are leveraged in generative AI to foster innovation, solve business problems, and establish a competitive edge.
涵盖的内容
1个作业4个插件
This module illustrates the function of foundation models in generative AI, along with their potential and constraints.
涵盖的内容
1个作业2个插件
This module provides course review resources.
涵盖的内容
1篇阅读材料
获得职业证书
将此证书添加到您的 LinkedIn 个人资料、简历或履历中。在社交媒体和绩效考核中分享。
位教师
授课教师评分
4.6 (19个评价)
提供方
从 Software Development 浏览更多内容
状态：免费试用Google Cloud
状态：免费试用Google Cloud
状态：免费试用Google Cloud
状态：免费试用Google Cloud
人们为什么选择 Coursera 来帮助自己实现职业发展
Felipe M.
自 2018开始学习的学生
''能够按照自己的速度和节奏学习课程是一次很棒的经历。只要符合自己的时间表和心情，我就可以学习。'
Jennifer J.
自 2020开始学习的学生
''我直接将从课程中学到的概念和技能应用到一个令人兴奋的新工作项目中。'
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自 2021开始学习的学生
''如果我的大学不提供我需要的主题课程，Coursera 便是最好的去处之一。'
Chaitanya A.
''学习不仅仅是在工作中做的更好：它远不止于此。Coursera 让我无限制地学习。'
学生评论
4.8
82 条评论
- 5 stars
82.92%
- 4 stars
12.19%
- 3 stars
3.65%
- 2 stars
1.21%
- 1 star
0%
显示 3/82 个
JH
4
已于 Jun 21, 2025审阅
Note that answers of the quiz in Module 3 I guess are included in the questions: https://hua.dididi.sbs/learn/gen-ai-unlock-foundational-concepts/assignment-submission/PksuN/quiz-3/attempt
RE
5
已于 Sep 30, 2025审阅
Awesome balance of diadactics, interactive quizzes, and videos from Google!
SB
4
已于 Jun 18, 2025审阅
lot of reading content vs video which may not be suitable to all. The last quiz had the answers with the questions. Please fix.
常见问题
Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.
If you decide to enroll in the course before the session start date, you will have access to all of the lecture videos and readings for the course. You’ll be able to submit assignments once the session starts.
Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.
更多问题
提供助学金，