AI+ Ethics™ is a focused, one-day program designed to equip professionals with the knowledge and frameworks needed to evaluate, guide, and govern ethical AI use within organisations. As AI systems scale, leaders must navigate challenges around bias, fairness, privacy, transparency, security, and global regulatory requirements. This course provides a practical foundation to assess risks, strengthen governance, and ensure AI systems operate responsibly and in alignment with organisational values.
Learners explore real-world case studies, ethical decision-making models, and global standards to understand how ethical failures occur—and how to prevent them. The program features hands-on exposure to leading tools such as IBM AI Fairness 360, IBM AI Explainability 360, AI4People Frameworks, and the European Commission’s AI Ethics Guidelines, helping participants analyse model behaviour, identify bias, and strengthen oversight.
Whether you work in compliance, technology, risk, policy, academia, or leadership, this certification builds the confidence and capability to shape trustworthy AI practices across industries.
This module introduces the overall certification structure and explains how the learning experience is organized throughout the course. To support different learning preferences, the content is offered in multiple formats, including Videos, eBooks, Audiobooks, and Podcasts. Each format covers the same key concepts, giving you the flexibility to learn in the way that works best for you. You can choose any format based on your preferred learning style and move through the course at your own pace.
涵盖的内容
15个视频2篇阅读材料1个作业1个插件
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15个视频•总计177分钟
Navigation Video•2分钟
Course Introduction•5分钟
Audiobook: Course Introduction •8分钟
Audiobook: Module 1: Overview of AI Ethics and Societal Impact•87分钟
Podcast: Module 1: Overview of AI Ethics and Societal Impact•34分钟
1.1 Overview of Ethical Considerations in AI•4分钟
1.2 Societal Impact of AI Technologies •4分钟
1.3 Ethics and Privacy in the Age of AI•3分钟
1.4 The Impact of AI on Social Interaction and Lifestyle Transformations•4分钟
1.5 AI in Healthcare•5分钟
1.6 AI in Education•5分钟
1.7 AI and the Environment•4分钟
1.8 Framework Establishment and Stakeholder Involvement•4分钟
1.9 Assessment Process and Methodologies•4分钟
1.10 Reporting, Recommendations, and Continuous Monitoring•3分钟
2篇阅读材料•总计20分钟
Hands On 1•10分钟
Hands On 2•10分钟
1个作业•总计30分钟
Quiz 1•30分钟
1个插件•总计15分钟
eBook: Module 1: Overview of AI Ethics and Societal Impact•15分钟
Module 2: Bias and Fairness in AI
第 2 单元•小时 后完成
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8个视频3篇阅读材料1个作业1个插件
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8个视频•总计137分钟
AudioBook: Module 2: Bias and Fairness in AI•74分钟
Podcast: Module 2: Bias and Fairness in AI•39分钟
2.1 Exploration of Biases in Data and Algorithms•5分钟
2.2 Navigating Ethics: Data Collection Practices and Algorithmic Bias•4分钟
2.3 Developing Diverse Data Sets and Promoting Transparency•4分钟
2.4 Conducting Regular Auditing•4分钟
2.5 Adhere to Ethical AI Frameworks•4分钟
2.6 The Role of Stakeholders•4分钟
3篇阅读材料•总计30分钟
Hands On 1•10分钟
Hands On 2•10分钟
Hands On 3•10分钟
1个作业•总计30分钟
Quiz 2•30分钟
1个插件•总计15分钟
eBook: Module 2: Bias and Fairness in AI•15分钟
Module 3: Transparency and Explainable AI
第 3 单元•小时 后完成
单元详情
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11个视频1篇阅读材料1个作业1个插件
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11个视频•总计170分钟
AudioBook: Module 3: Transparency and Explainable AI•77分钟
Podcast: Module 3: Transparency and Explainable AI•51分钟
3.1 Importance and Pillars of Transparent AI Systems•4分钟
1. Do I need a technical background to study AI ethics?
No. The course is designed for professionals from any discipline. You’ll learn ethical concepts and tools without coding requirements.
2. Will I learn to use real AI ethics tools?
Yes. You’ll work with leading frameworks like AI Fairness 360, AI Explainability 360, andAI4People, and global governance standards.
3. How practical is this certification?
Highly practical. You’ll analyze real-world case studies, assess ethical risks, and apply governance frameworks used by modern organizations.
4. Is this relevant if my company hasn’t implemented AI yet?
Absolutely. Ethical readiness must come before AI adoption. The course prepares you to guide responsible implementation from day one.
5. Does the course cover global AI regulations?
Yes. You’ll explore U.S., EU, and international policies, including the EU AI Act, emerging governance models, and compliance trends.
7. Will this help me in roles beyond ethics?
Yes. Ethical literacy is now essential for product teams, leadership roles, compliance, HR, data teams, and AI project owners.
8. How does this certification add value to my career?
Organizations increasingly require ethical AI oversight. This credential positions you for roles in AI governance, compliance, and risk.
When will I have access to the lectures and assignments?
To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
What will I get if I purchase the Certificate?
When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.
Is financial aid available?
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.