Udemy - Fundamentals to build Human Centered AI (HCAI) Systems

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size600.1 MB
  • Uploaded Byfreecoursewb
  • Downloads24
  • Last checkedMay. 09th '25
  • Date uploadedMay. 08th '25
  • Seeders 9
  • Leechers3

Infohash : A7390623FE08736AEC9507E1F2766F29BECDB7D2

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

Files:

[ WebToolTip.com ] Udemy - Fundamentals to build Human Centered AI (HCAI) Systems
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1 - Introduction
    • 1 -Introduction to HCAI.mp4 (78.2 MB)
    • 2 -Contrast between human-centered and traditional AI approaches.mp4 (67.9 MB)
    • 3 -Analysis of famous AI failures and their human impact.mp4 (39.3 MB)
    • 4 -Exploration of key HCAI principles transparency, agency, fairness, and more.mp4 (93.7 MB)
    • 5 -LAB When AI Failed You.mp4 (15.9 MB)
    2 - Designing AI for Human Needs
    • 1 -Overview of practical HCAI frameworks (Google PAIR, Shneiderman, IDEO).mp4 (54.9 MB)
    • 2 -Methodology for evaluating AI experiences using human-centered principles.mp4 (30.0 MB)
    • 3 -Live audit of real AI tools using HCAI checklists.mp4 (35.1 MB)
    • 4 -Hands-on redesign workshop to improve AI systems.mp4 (19.3 MB)
    3 - Responsible Innovation & AI Futures
    • 1 -Exploration of effective human-AI collaboration models.mp4 (44.2 MB)
    • 2 -Methodology for evaluating AI experiences using human-centered principles.mp4 (45.4 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 -l3v4_Human-Centered AI Blueprint_ AI-Assisted Mental Health Screening.pdf (215.1 KB)
    • 5 - Optional Reading.html (4.1 KB)
    • Bonus Resources.txt (0.1 KB)

Code:

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