Coursera
University of Illinois Urbana-Champaign

AI Foundations for Executive Decision-Making 专项课程

Coursera
University of Illinois Urbana-Champaign

AI Foundations for Executive Decision-Making 专项课程

Make Better Decisions With Practical AI.

Learn AI basics, responsible use, and strategy to lead confidently across teams and workflows.

Starweaver
Fatima Bdair
Eric Zackrison

位教师:Starweaver

包含在 Coursera Plus

深入学习学科知识
初级 等级

推荐体验

4 周 完成
在 10 小时 一周
灵活的计划
自行安排学习进度
深入学习学科知识
初级 等级

推荐体验

4 周 完成
在 10 小时 一周
灵活的计划
自行安排学习进度

您将学到什么

  • Apply AI concepts to executive decisions in forecasting, planning, and risk management.

  • Assess AI systems for bias and transparency using explainability methods and governance frameworks.

  • Lead AI adoption through culture, hybrid team practices, and an actionable AI strategy and governance plan.

要了解的详细信息

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授课语言:英语(English)
最近已更新!

May 2026

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

精进特定领域的专业知识

  • 向大学和行业专家学习热门技能
  • 借助实践项目精通一门科目或一个工具
  • 培养对关键概念的深入理解
  • 通过 Coursera 获得职业证书

专业化 - 5门课程系列

Introduction to Artificial Intelligence

Introduction to Artificial Intelligence

第 1 门课程, 小时

您将学到什么

  • The course develops AI innovation, scalability, and thought leadership, fostering expertise in generative AI, business strategy, and ethics.

您将获得的技能

类别:Artificial Neural Networks
类别:Generative Adversarial Networks (GANs)
类别:Deep Learning
类别:Regression Analysis
类别:Convolutional Neural Networks
类别:Artificial Intelligence
类别:Artificial Intelligence and Machine Learning (AI/ML)
类别:AI Enablement
类别:Law, Regulation, and Compliance
类别:Responsible AI
类别:Data Ethics
类别:Machine Learning
类别:Statistical Machine Learning
类别:AI literacy
类别:Generative Model Architectures
类别:Machine Learning Algorithms
类别:AI Product Strategy
类别:Generative AI
类别:Machine Learning Methods
类别:Applied Machine Learning
Responsible AI: Transparency & Ethics

Responsible AI: Transparency & Ethics

第 2 门课程, 小时

您将学到什么

  • Identify common sources of bias in AI systems and apply tools to assess and mitigate them.

  • Implement explainability methods, such as SHAP and LIME, to interpret and effectively communicate model behavior.

  • Develop a responsible AI checklist aligned with transparency and fairness principles and apply it to AI projects to ensure ethical compliance.

  • Evaluate AI projects for potential ethical risks and ensure alignment with compliance frameworks, such as the NIST AI RMF.

您将获得的技能

类别:Responsible AI
类别:AI Workflows
类别:Artificial Intelligence
类别:Data Ethics
类别:Model Evaluation
类别:Risk Management Framework
类别:Governance
类别:Mitigation
类别:Auditing
AI-Augmented Decision-Making for Business Leaders

AI-Augmented Decision-Making for Business Leaders

第 3 门课程, 小时

您将学到什么

  • Explain key AI concepts, relevant data requirements, and the role of AI in executive decision-making processes.

  • Evaluate ethical considerations by identifying potential biases, transparency issues, and accountability concerns in AI-driven decision-making.

  • Use AI tools for forecasting, risk assessment, and strategic analysis in organizational contexts.

  • Lead AI Integration by communicating AI insights, fostering an AI-ready culture, and anticipating emerging trends and challenges in AI leadership.

您将获得的技能

类别:AI Integrations
类别:Leadership
类别:Business Strategy
类别:Stakeholder Communications
类别:Accountability
类别:Risk Mitigation
类别:Strategic Decision-Making
类别:Risk Analysis
类别:Artificial Intelligence
类别:Data Ethics
类别:Business Risk Management
类别:Strategic Leadership
类别:Decision Intelligence
类别:Culture Transformation
类别:Business Leadership
类别:Communication
类别:Responsible AI
Managing Hybrid & AI-Augmented Teams: The Future of Work

Managing Hybrid & AI-Augmented Teams: The Future of Work

第 4 门课程, 小时

您将学到什么

  • Understand hybrid work models and how AI improves team communication and performance.

  • Use AI tools to boost productivity through smarter task management, decisions, and workflow coordination.

  • Lead ethically and inclusively to build trust and support diverse teams in AI-powered hybrid settings.

  • Formulate adaptive team strategies that integrate emerging AI trends and support continuous learning for future readiness.

您将获得的技能

类别:Responsible AI
类别:AI Workflows
类别:Organizational Leadership
类别:Team Performance Management
类别:Telecommuting
类别:Innovation
类别:Workplace inclusivity
类别:Collaborative Software
类别:Virtual Teams
类别:Collaboration
类别:AI literacy
类别:AI Integrations
类别:Business Ethics
类别:Management Training And Development
类别:Team Leadership
类别:Culture Transformation
类别:Diversity and Inclusion
类别:Team Collaboration
Build and Execute an Organisational AI Strategy

Build and Execute an Organisational AI Strategy

第 5 门课程, 小时

您将学到什么

您将获得的技能

类别:Generative AI
类别:Governance
类别:Business Ethics
类别:AI Enablement
类别:Corporate Strategy
类别:Responsible AI
类别:Business Leadership
类别:Strategic Leadership
类别:Law, Regulation, and Compliance
类别:Regulatory Compliance
类别:Plan Execution
类别:Regulatory Requirements
类别:Innovation
类别:Organizational Strategy

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位教师

Starweaver
Coursera
561 门课程1,118,027 名学生
Fatima Bdair
Coursera
1 门课程14,906 名学生

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