University of California, Davis
AI for Knowledge Workers
University of California, Davis

AI for Knowledge Workers

Sadie St. Lawrence

位教师:Sadie St. Lawrence

5,691 人已注册

包含在 Coursera Plus

深入了解一个主题并学习基础知识。
4.5

(171 条评论)

初级 等级
无需具备相关经验
9 小时 完成
灵活的计划
自行安排学习进度
深入了解一个主题并学习基础知识。
4.5

(171 条评论)

初级 等级
无需具备相关经验
9 小时 完成
灵活的计划
自行安排学习进度

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作业

5 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

Petrobras, TATA, Danone, Capgemini, P&G 和 L'Oreal 的徽标

该课程共有4个模块

Welcome to Module 1! In this module, you'll review the broad field of artificial intelligence, define key terms, and distinguish related terms. We'll explore fundamental concepts of machine learning and how it differs from traditional programming. We'll also explain what deep learning is and how it builds on machine learning techniques. Finally, we'll identify the main characteristics of AI and applications of GenAI. We have a lot to cover, so let's get started on this exciting topic!

涵盖的内容

8个视频1篇阅读材料1个作业2个讨论话题

Welcome to Module 2! In this module, we’ll begin by discussing the importance of checking for approved AI tools or policies in the workplace, initial steps to start using AI tools, and the prerequisites and resources needed for using those tools. You’ll gain insights into common challenges but also best practices for overcoming them when adapting AI tools in a professional setting. We’ll discuss the distinction between creative and critical thinking tasks supported by GenAI, and identify practical applications of GenAI in both creative and analytical domains. We'll identify different prompting techniques, understand various prompting styles, and recognize when and how to apply each technique to different tasks. We have a lot to cover, so let's get started!

涵盖的内容

12个视频2篇阅读材料2个作业1个讨论话题

Welcome to Module 3! In this module we’ll focus on critical and creative thinking with GenAI. You’ll review a series of demos on how to use GenAI, and discuss scenarios of different types of knowledge workers and how they might use these tools. You’ll identify how certain tasks can integrate both creative and critical approaches using GenAI tools. We’ll then evaluate initial challenges of adopting AI tools by exploring practical strategies and examples and build a framework to identify and select appropriate AI tools based on the task’s creative or analytical nature. Finally, you’ll recognize the relevance of GenAI tools in the context of knowledge work and foster a mindset of experimentation and exploration with those tools for specific needs. Let’s get started!

涵盖的内容

15个视频1个作业2个讨论话题

Welcome to the final module! In this module, we have some important topics to discuss regarding safety considerations when using AI and expanding your learning. We’ll explore key limitations and challenges of AI. You’ll learn how to use AI ethically and safely, and we’ll discuss practical concerns related to current AI models and their applications. You’ll comprehend the implications of AI’s lack of transparency and explainability then identify privacy and security risks associated with sensitive data in AI. We’ll discuss sources and manifestations of bias in AI systems and assess strategies to identify, report, and address algorithmic bias and explore methods to promote ethical considerations, fairness, and inclusivity in AI. We’ll then assess improvements made in AI training to reduce hallucinations. You’ll also learn about explainability in AI and its importance in decision-making processes. Finally, we’ll explore the future of work and methods for adapting to AI advancements and find reliable sources of information about AI tools and updates.

涵盖的内容

10个视频2篇阅读材料1个作业3个讨论话题

位教师

授课教师评分
4.7 (53个评价)
Sadie St. Lawrence
University of California, Davis
4 门课程706,586 名学生

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4.5

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