Fractal Analytics
Leadership Strategies for AI and Generative AI 专项课程
Fractal Analytics

Leadership Strategies for AI and Generative AI 专项课程

AI Adoption Strategies for Business Leaders. A CEO' Perspective for AI Adoption and Generative AI Implementation

Sray Agarwal
Rasesh Shah
Fractal Analytics Academy

位教师:Sray Agarwal

1,943 人已注册

包含在 Coursera Plus

深入学习学科知识
4.3

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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
4.3

(37 条评论)

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

  • Evaluate potential applications of generative AI across diverse business domains.

  • Integrate generative AI into business operations effectively, considering data privacy and ethical implications.

  • Establish KPIs, interpret data-driven insights, and devise optimization strategies for generative AI initiatives.

要了解的详细信息

可分享的证书

添加到您的领英档案

授课语言:英语(English)

了解顶级公司的员工如何掌握热门技能

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 Fractal Analytics 获得职业证书

专业化 - 4门课程系列

您将学到什么

  • Definition and distinguishing features of generative AI

  • Core concepts of GANs and VAEs

  • Role of data and training in generative models

  • Strategic framework for integrating generative AI into business

您将获得的技能

类别:Responsible AI
类别:Strategic Leadership
类别:Key Performance Indicators (KPIs)
类别:Governance
类别:Generative Model Architectures
类别:AI Product Strategy
类别:Business Marketing
类别:Customer experience improvement
类别:Business Strategy
类别:Corporate Strategy
类别:Data Ethics
类别:Customer Engagement
类别:Business Leadership
类别:Generative AI

您将学到什么

  • Explain key components for driving desired outcomes from AI

  • Explain strategies for error reduction and accuracy improvement in AI

  • Gain insights into optimizing organizational effectiveness in AI adoption

您将获得的技能

类别:Data Quality
类别:User Centered Design
类别:Design Thinking
类别:Responsible AI
类别:Artificial Intelligence
类别:Deep Learning
类别:Data Pipelines
类别:Generative AI
类别:Ethical Standards And Conduct
类别:Strategic Decision-Making
类别:Business Strategy
类别:Organizational Strategy
类别:Data Strategy
类别:Business Leadership
类别:Technology Strategies
类别:Organizational Development
类别:Governance
类别:Human Centered Design
类别:Data Ethics

您将学到什么

  • Discuss responsible AI principles and their significance in technology, including ethical considerations, fairness, transparency, and accountability.

  • Apply techniques to identify, address, and mitigate bias in AI algorithms and data, promoting fairness and inclusivity in AI systems.

  • Interpret and explain AI decisions, balancing accuracy and explainability to foster trust and accountability in AI systems.

  • Discuss accountability, ethical AI governance, privacy considerations, security measures in the development & deployment of responsible AI systems.

您将获得的技能

类别:Responsible AI
类别:Information Privacy
类别:Data Governance
类别:Data Ethics
类别:Data Security
类别:Ethical Standards And Conduct
类别:Artificial Intelligence
类别:Accountability
类别:Critical Thinking
类别:Complex Problem Solving
类别:Personally Identifiable Information
类别:Governance
类别:Mitigation
Structured Approach to Problem Solving

Structured Approach to Problem Solving

第 4 门课程15小时

您将学到什么

  • Explain the lifecycle of DS project and role of structured thinking in DS project.

  • Define a problem statement using the SMART framework. Explain the activities, best practices, and pitfalls in the implementation phase.

  • Construct MECE issue tree to break-down business problems into parts. Create a problem statement worksheet to scope business problems.

  • Explain the role of human centered design during solutioning of business problems.

您将获得的技能

类别:Problem Solving
类别:Decision Making
类别:Data Analysis
类别:Data Science
类别:Human Centered Design
类别:Analytical Skills
类别:Complex Problem Solving
类别:Empathy
类别:Creative Problem-Solving
类别:Critical Thinking

获得职业证书

将此证书添加到您的 LinkedIn 个人资料、简历或履历中。在社交媒体和绩效考核中分享。

位教师

Sray Agarwal
Fractal Analytics
1 门课程1,438 名学生

提供方

Fractal Analytics

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