| 1 -Exploration of effective human-AI collaboration models.mp4 | 44.2 MB | ||
| 1 -Introduction to HCAI.mp4 | 78.2 MB | ||
| 1 -Overview of practical HCAI frameworks (Google PAIR, Shneiderman, IDEO).mp4 | 54.9 MB | ||
| 2 -Contrast between human-centered and traditional AI approaches.mp4 | 67.9 MB | ||
| 2 -Methodology for evaluating AI experiences using human-centered principles.mp4 | 45.4 MB | ||
| 3 -Analysis of famous AI failures and their human impact.mp4 | 39.3 MB | ||
| 3 -Live audit of real AI tools using HCAI checklists.mp4 | 35.1 MB | ||
| 3 -Strategic templates for implementing ethical AI in organizations.mp4 | 32.7 MB | ||
| 3 -l3v3_AI Documentation Framework Template.pdf | 798.1 KB | ||
| 3 -l3v3_AI Ethics Review Process Template.pdf | 503.8 KB | ||
| 3 -l3v3_Inclusive Design Process for AI Template.pdf | 908.4 KB | ||
| 4 -Creation of an HCAI blueprint for real-world application domains.mp4 | 41.2 MB | ||
| 4 -Exploration of key HCAI principles transparency, agency, fairness, and more.mp4 | 93.7 MB | ||
| 4 -Hands-on redesign workshop to improve AI systems.mp4 | 19.3 MB | ||
| 4 -l3v4_Human-Centered AI Blueprint_ AI-Assisted Mental Health Screening.pdf | 215.1 KB | ||
| 5 - Optional Reading.html | 4.1 KB | ||
| 5 -LAB When AI Failed You.mp4 | 15.9 MB | ||
| Bonus Resources.txt | 102.4 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| ▲ 20 total files | |||
Fundamentals to build Human Centered AI (HCAI) Systems
https://WebToolTip.com
Published 4/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 41m | Size: 600 MB
Master the principles and frameworks of ethical AI design to create responsible, human-centered intelligent systems
What you'll learn
Identify and articulate the key principles of Human-Centered AI (HCAI) and distinguish it from traditional AI approaches
Analyze real-world AI failures and explain how HCAI principles could have prevented them
Apply established HCAI frameworks like Google PAIR, Shneiderman's model, and IDEO cards to evaluate existing AI systems
Conduct a structured heuristic evaluation of AI experiences using human-centered design principles
Design AI systems that balance transparency, agency, fairness, and efficiency through thoughtful trade-offs
Create effective human-AI collaboration models that leverage the complementary strengths of both
Develop strategies for implementing ethical AI review processes within organizations
Construct a comprehensive HCAI blueprint for specific application domains like healthcare, finance, or education
Requirements
No coding or technical background required
Basic familiarity with AI concepts and tools is helpful but not necessary
Experience with product development, design, or technology management is beneficial
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| 321.2 MB | freecoursewb | 1 week | 0 | 0 | |
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| 768.7 MB | freecoursewb | 3 weeks | 9 | 5 | |
| 950 MB | freecoursewb | 3 weeks | 0 | 0 | |
| 709.2 MB | freecoursewb | 3 weeks | 0 | 0 |
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