In this course, we will explore the foundations of Human-Centered AI, a subdomain of artificial intelligence research that asks the core question underlying our study: How do we design AI technology in ways to augment and enhance human capability, rather than replace it outright? We will begin by examining the history of research and technology around artificial intelligence, situating our current understanding of AI in a broader historical lens that will supply some of the motivations around why it matters to design AI with a human-centric orientation. From there, we will consider some of the key concepts, tenets, and challenges of Human-Centered AI.
Foundations in Human-Centered AI
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14 hours to complete
3 weeks at 4 hours a week
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November 2024
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4 assignments
Taught in English
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There are 4 modules in this course
Welcome! This module will build the foundations of our understanding of AI history, language, and current applications. We will also define many key terms that will recur throughout the lessons to help ground our discussions of AI concepts and tools.
What's included
1 video10 readings1 assignment1 discussion prompt
We will continue our investigations into Human-Centered AI by surveying the history of research and development in AI. We will also discuss why human-centered approaches matter now.
What's included
1 video6 readings1 assignment1 peer review1 app item
Welcome! In this module we will begin to investigate what human-centered AI is and where it came from. We will examine the path from symbolic systems, to machine learning, to deep learning, in order to understand what has shaped AI development over time.
What's included
1 video12 readings1 assignment
Welcome to Module 4! In this module we will explore ways to design AI with humans-in-the-loop. We will begin by considering how to shape AI technology to reflect human values, which will lead us into a lesson on value-sensitive design, a vital framework for embedding human values in design practice.
What's included
1 video10 readings1 assignment1 discussion prompt
Instructor
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Recommended if you're interested in Design and Product
Google Cloud
Northeastern University
University of Pennsylvania
Google Cloud
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