kingers Posted May 25 Report Share Posted May 25 Fundamentals to build Human Centered AI (HCAI) Systems Published 4/2025 Duration: 42m | .MP4 1280x720, 30 fps(r) | AAC, 44100 Hz, 2ch | 600 MB Genre: eLearning | Language: EnglishMaster 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 Description Human-Centered AI: Designing Responsible Intelligence is your comprehensive guide to building AI systems that truly work for people-not just algorithms and datasets. In this practical, hands-on course, you'll learn how to create AI experiences that are ethical, transparent, and genuinely enhance human capabilities. AI is transforming every industry, but many systems aren't designed with humans at the center, leading to bias, confusion, and harm. This course equips you with the frameworks, tools, and practical skills to design better AI that earns trust and delivers real value to users. Through a combination of real-world case studies, interactive exercises, and hands-on design challenges, you'll learn how to: Evaluate AI systems using human-centered principles Identify potential biases and ethical pitfalls before they cause harm Design for effective human-AI collaboration Create AI experiences that are transparent, controllable, and fair Implement ethical review processes in your organization Whether you're designing AI products, managing AI development teams, or making decisions about AI implementation, this course will give you the knowledge and tools to build AI that respects human needs, values, and agency. What You'll Learn Understand the core principles of Human-Centered AI and how they differ from traditional AI approaches Analyze case studies of AI failures and identify how HCAI principles could have prevented them Apply established frameworks like Google PAIR and Shneiderman's HCAI model to evaluate AI systems Conduct structured heuristic evaluations 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 complementary strengths Develop strategies for implementing ethical AI review processes within organizations Construct a comprehensive HCAI blueprint for specific application domains 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 Who This Course Is For Product managers working with AI features or leading teams developing AI products UX/UI designers integrating AI components into user interfaces and workflows AI/ML engineers wanting to build more ethical and user-centered systems Business leaders making strategic decisions about AI implementation Researchers and strategists exploring responsible AI development Ethics officers and compliance professionals ensuring responsible AI use Design thinking practitioners applying their skills to AI-specific challenges Technology professionals seeking to understand the human impact of AI Course Structure Module 1: What is Human-Centered AI? Introduction to the core concepts of HCAI Contrast between human-centered and traditional AI approaches Analysis of famous AI failures and their human impact Exploration of key HCAI principles: transparency, agency, fairness, and more Module 2: Designing AI for Human Needs Overview of practical HCAI frameworks (Google PAIR, Shneiderman, IDEO) Methodology for evaluating AI experiences using human-centered principles Live audit of real AI tools using HCAI checklists Hands-on redesign workshop to improve AI systems Module 3: Responsible Innovation & AI Futures Exploration of effective human-AI collaboration models Analysis of complex ethical dilemmas in AI design Strategic templates for implementing ethical AI in organizations Creation of an HCAI blueprint for real-world application domains By the end of this course, you'll have the practical skills and ethical framework to design, evaluate, and implement AI systems that truly work for people, not just algorithms. Who this course is for: - Product managers who are working with AI features or overseeing teams developing AI products - UX/UI designers integrating AI components into user interfaces and workflows - AI/ML engineers looking to build more human-centered and ethically sound systems - Business leaders making strategic decisions about AI implementation in their organizations - Researchers and strategists exploring responsible AI development and governance - Ethics officers and compliance professionals tasked with ensuring responsible AI use - Design thinking practitioners wanting to apply their skills to AI-specific challenges - Technology professionals seeking to understand the human impact of AI systems they build or use More Info Please check out others courses in your favourite language and bookmark them - - - -DDownloadhttps://ddownload.com/145q33t319h4/yxusj.Fundamentals.to.build.Human.Centered.AI.HCAI.Systems.rarRapidGatorhttps://rapidgator.net/file/bcb68c26fc084dfe054e5c8f6b7a12eb/yxusj.Fundamentals.to.build.Human.Centered.AI.HCAI.Systems.rarNitroFlarehttps://nitroflare.com/view/19065F47ADC539C/yxusj.Fundamentals.to.build.Human.Centered.AI.HCAI.Systems.rar Link to comment Share on other sites More sharing options...
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