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.

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.

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.

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.

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.

Responsible AI Principles

Économisez sur les compétences qui vous font briller avec 40 % de réduction sur 3 mois de Coursera Plus. Économisez maintenant

Ce cours n'est pas disponible en Français (France)

Nous sommes actuellement en train de le traduire dans plus de langues.

Responsible AI Principles

Instructeur : AI CERTs Team

Inclus avec

9 modules

Obtenez un aperçu d'un sujet et apprenez les principes fondamentaux.

niveau Débutant

Expérience recommandée

3 semaines à compléter

à 10 heures par semaine

Planning flexible

Apprenez à votre propre rythme

9 modules

Obtenez un aperçu d'un sujet et apprenez les principes fondamentaux.

niveau Débutant

Expérience recommandée

3 semaines à compléter

à 10 heures par semaine

Planning flexible

Apprenez à votre propre rythme

Ce que vous apprendrez

Build Ethical AI Foundations: Learn core ethics principles, fairness, transparency, and responsible AI decision-making.
Assess & Reduce AI Risk: Identify bias, privacy issues, and security risks using tools like AI Fairness 360 and Explainability 360.
Apply Global AI Standards: Understand global regulations, governance frameworks, and compliance requirements for AI systems.
Evaluate Real-World AI Systems: Use industry tools to audit models, interpret decisions.

Compétences que vous acquerrez

Catégorie : Data Governance
Catégorie : AI literacy
Catégorie : Compliance Training
Catégorie : Business Ethics
Catégorie : Ethical Standards And Conduct
Catégorie : Governance Risk Management and Compliance
Catégorie : AI Security
Catégorie : Governance
Catégorie : Accountability
Catégorie : Responsible AI
Catégorie : Data Ethics
Catégorie : Accountability Frameworks
Catégorie : Regulatory Compliance
Catégorie : Law, Regulation, and Compliance
Catégorie : General Data Protection Regulation (GDPR)
Catégorie : Compliance Management
Catégorie : Artificial Intelligence
Catégorie : Legal Risk
Catégorie : Regulatory Requirements
Catégorie : Regulation and Legal Compliance

Détails à connaître

Certificat partageable

Ajouter à votre profil LinkedIn

Récemment mis à jour !

janvier 2026

Évaluations

9 devoirs

Enseigné en Anglais

Découvrez comment les employés des entreprises prestigieuses maîtrisent des compétences recherchées

En savoir plus sur Coursera pour les affaires

logos de Petrobras, TATA, Danone, Capgemini, P&G et L'Oreal

Il y a 9 modules dans ce cours

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.

Inclus

15 vidéos2 lectures1 devoir1 plugin

15 vidéosTotal 177 minutes

Navigation Video2 minutes
Course Introduction5 minutes
Audiobook: Course Introduction 8 minutes
Audiobook: Module 1: Overview of AI Ethics and Societal Impact87 minutes
Podcast: Module 1: Overview of AI Ethics and Societal Impact34 minutes
1.1 Overview of Ethical Considerations in AI4 minutes
1.2 Societal Impact of AI Technologies 4 minutes
1.3 Ethics and Privacy in the Age of AI3 minutes
1.4 The Impact of AI on Social Interaction and Lifestyle Transformations4 minutes
1.5 AI in Healthcare5 minutes
1.6 AI in Education5 minutes
1.7 AI and the Environment4 minutes
1.8 Framework Establishment and Stakeholder Involvement4 minutes
1.9 Assessment Process and Methodologies4 minutes
1.10 Reporting, Recommendations, and Continuous Monitoring3 minutes

2 lecturesTotal 20 minutes

Hands On 110 minutes
Hands On 210 minutes

1 devoirTotal 30 minutes

Quiz 130 minutes

1 pluginTotal 15 minutes

eBook: Module 1: Overview of AI Ethics and Societal Impact15 minutes

Inclus

8 vidéos3 lectures1 devoir1 plugin

8 vidéosTotal 137 minutes

AudioBook: Module 2: Bias and Fairness in AI74 minutes
Podcast: Module 2: Bias and Fairness in AI39 minutes
2.1 Exploration of Biases in Data and Algorithms5 minutes
2.2 Navigating Ethics: Data Collection Practices and Algorithmic Bias4 minutes
2.3 Developing Diverse Data Sets and Promoting Transparency4 minutes
2.4 Conducting Regular Auditing4 minutes
2.5 Adhere to Ethical AI Frameworks4 minutes
2.6 The Role of Stakeholders4 minutes

3 lecturesTotal 30 minutes

Hands On 110 minutes
Hands On 210 minutes
Hands On 310 minutes

1 devoirTotal 30 minutes

Quiz 230 minutes

1 pluginTotal 15 minutes

eBook: Module 2: Bias and Fairness in AI15 minutes

Inclus

11 vidéos1 lecture1 devoir1 plugin

11 vidéosTotal 170 minutes

AudioBook: Module 3: Transparency and Explainable AI77 minutes
Podcast: Module 3: Transparency and Explainable AI51 minutes
3.1 Importance and Pillars of Transparent AI Systems4 minutes
3.2 Key Techniques: Simplified Visualizations5 minutes
3.3 Key Techniques: Use Case Examples5 minutes
3.4 Key Techniques: Layered Explanations5 minutes
3.5 Key Techniques: Interactive Demonstrations3 minutes
3.6 Key Techniques: Tailored Communication4 minutes
3.7 AI Ethics Simulator and Fairness in Machine Learning4 minutes
3.8 Privacy-Preserving AI Models and AI for Social Good5 minutes
3.9 Explainable AI5 minutes

1 lectureTotal 10 minutes

Hands On 110 minutes

1 devoirTotal 30 minutes

Quiz 330 minutes

1 pluginTotal 15 minutes

eBook: Module 3: Transparency and Explainable AI15 minutes

Inclus

11 vidéos1 lecture1 devoir1 plugin

11 vidéosTotal 143 minutes

AudioBook: Module 4: Privacy and Security Issues in AI59 minutes
Podcast: Module 4: Privacy and Security Issues in AI47 minutes
4.1 Data Collection and Consent4 minutes
4.2 Surveillance and Monitoring5 minutes
4.3 Data Security and Breaches4 minutes
4.4 Real-life Examples of Data Breaches in AI5 minutes
4.5 Algorithmic Transparency and Accountability3 minutes
4.6 Strategies for Securing AI Systems and Data4 minutes
4.7 Robust Encryption, Access Control, and Security Audits for Compliance4 minutes
4.8 Advanced Threat Detection and Ethical AI Development4 minutes
4.9 Continuous Education and Training4 minutes

1 lectureTotal 10 minutes

Hands On 110 minutes

1 devoirTotal 30 minutes

Quiz 430 minutes

1 pluginTotal 15 minutes

eBook: Module 4: Privacy and Security Issues in AI15 minutes

Inclus

10 vidéos1 lecture1 devoir1 plugin

10 vidéosTotal 151 minutes

AudioBook: Module 5: Accountability and Responsibility72 minutes
Podcast: Module 5: Accountability and Responsibility47 minutes
5.1 Transparency5 minutes
5.2 Compliance with Legal and Ethical Standards4 minutes
5.3 Auditability and Reporting5 minutes
5.4 Ethical AI Development4 minutes
5.5 Data Privacy and Protection4 minutes
5.6 Transparency and Explainability3 minutes
5.7 Continuous Learning and Improvement5 minutes
5.8 Stakeholder Engagement and Ethical Practices3 minutes

1 lectureTotal 10 minutes

Hands On 110 minutes

1 devoirTotal 30 minutes

Quiz 530 minutes

1 pluginTotal 15 minutes

eBook: Module 5: Accountability and Responsibility15 minutes

Inclus

9 vidéos1 lecture1 devoir1 plugin

9 vidéosTotal 144 minutes

Audiobook: Module 6: Legal and Regulatory Issues62 minutes
Podcast: Module 6: Legal and Regulatory Issues45 minutes
6.1 AI Legal Frameworks: EU and US5 minutes
6.2 AI Legal Frameworks: UK and China5 minutes
6.3 AI Ethics, Privacy, and Intellectual Property5 minutes
6.4 AI Governance, Surveillance, and Autonomy5 minutes
6.5 AI in Society: Workforce, Standards, and Impact6 minutes
6.6 AI Platforms for Compliance: IBM Watson, Google AI, and Salesforce5 minutes
6.7 Frameworks for Responsible AI: PwC Toolkit and FICO Workbench5 minutes

1 lectureTotal 10 minutes

Hands On 110 minutes

1 devoirTotal 30 minutes

Quiz 630 minutes

1 pluginTotal 15 minutes

eBook: Module 6: Legal and Regulatory Issues15 minutes

Inclus

12 vidéos1 lecture1 devoir1 plugin

12 vidéosTotal 142 minutes

AudioBook: Module 7: Ethical Decision Making Frameworks57 minutes
Podcast: Module 7: Ethical Decision Making Frameworks45 minutes
7.1 IEEE's Ethically Aligned Design and Asilomar AI Principles5 minutes
7.2 EU Guidelines for Trustworthy AI and Google’s AI Principles4 minutes
7.3 IBM Watson Health4 minutes
7.4 Microsoft’s AI for Accessibility4 minutes
7.5 DeepMind’s AI for Energy4 minutes
7.6 Autonomous Vehicles (Waymo, Tesla)3 minutes
7.7 Facial Recognition (IBM, Amazon)4 minutes
7.8 Google’s Project Maven Withdrawal4 minutes
7.9 Open AI Gym and Moral Machine by MIT4 minutes
7.10 NetLogo , Shadow Health, and The Ethics Game4 minutes

1 lectureTotal 10 minutes

Hands On 110 minutes

1 devoirTotal 30 minutes

Quiz 730 minutes

1 pluginTotal 15 minutes

eBooks: Module 7: Ethical Decision Making Frameworks15 minutes

Inclus

9 vidéos1 devoir1 plugin

9 vidéosTotal 135 minutes

AudioBook: Module 8: AI Governance and Best Practices62 minutes
Podcast: Module 8: AI Governance and Best Practices36 minutes
8.1 Principles of International AI Governance6 minutes
8.2 Functions of International AI Governance5 minutes
8.3 Executive Commitment, Dedicated Ethics Teams, and Ethics Framework6 minutes
8.4 Ethics by Design, Regular Training, and Transparency and Explainability6 minutes
8.5 Google’s AI Principles (2018) and EU’s GDPR6 minutes
8.6 Facial Recognition Bans (Various Cities), AI Ethics Board Disbandment (Facebook)5 minutes
8.7 Singapore’s Model AI Governance Framework (2019)4 minutes

1 devoirTotal 30 minutes

Quiz 830 minutes

1 pluginTotal 15 minutes

eBook: Module 8: AI Governance and Best Practices15 minutes

Inclus

12 vidéos1 devoir1 plugin

12 vidéosTotal 161 minutes

AudioBook: Module 9: Global AI Ethics Standards60 minutes
Podcast: Module 9: Global AI Ethics Standards63 minutes
9.1 Introduction to Global AI Ethics Standards 4 minutes
9.2 Explore Standards: IEEE’s Ethically Aligned Design3 minutes
9.3 Overview of Comparative AI Ethics Standards3 minutes
9.4 AI Ethics Standards: USA vs. Europe4 minutes
9.5 AI Ethics Standards: China vs. Africa4 minutes
9.6 AI Fairness 360 (AIF360)  and Model Cards  4 minutes
9.7 TensorFlow Privacy  and OpenAI Gym  4 minutes
9.8 ISO/IEC JTC 1/SC 42  and Partnership on AI  4 minutes
9.9 EU AI Act & Ethics Guidelines4 minutes
Course Summary5 minutes

1 devoirTotal 30 minutes

Quiz 930 minutes

1 pluginTotal 15 minutes

eBook: Module 9: Global AI Ethics Standards15 minutes

Instructeur

AI CERTs Team

AI CERTs

58 Cours38 262 apprenants

Offert par

AI CERTs

En savoir plus sur Machine Learning

Statut : Essai gratuit
Fractal Analytics
Responsible AI - Principles and Ethical Considerations
Cours
Statut : Prévisualisation
Johns Hopkins University
Trustworthy AI: Managing Bias, Ethics, and Accountability
Cours
Statut : Essai gratuit
Alex Genadinik
AI Ethics
Cours
Statut : Essai gratuit
Coursera
Responsible AI: Transparency & Ethics
Cours

Pour quelles raisons les étudiants sur Coursera nous choisissent-ils pour leur carrière ?

Felipe M.

Étudiant(e) depuis 2018

’Pouvoir suivre des cours à mon rythme à été une expérience extraordinaire. Je peux apprendre chaque fois que mon emploi du temps me le permet et en fonction de mon humeur.’

Jennifer J.

Étudiant(e) depuis 2020

’J'ai directement appliqué les concepts et les compétences que j'ai appris de mes cours à un nouveau projet passionnant au travail.’

Larry W.

Étudiant(e) depuis 2021

’Lorsque j'ai besoin de cours sur des sujets que mon université ne propose pas, Coursera est l'un des meilleurs endroits où se rendre.’

Chaitanya A.

’Apprendre, ce n'est pas seulement s'améliorer dans son travail : c'est bien plus que cela. Coursera me permet d'apprendre sans limites.’

Foire Aux Questions

No. The course is designed for professionals from any discipline. You’ll learn ethical concepts and tools without coding requirements.

Yes. You’ll work with leading frameworks like AI Fairness 360, AI Explainability 360, andAI4People, and global governance standards.

Highly practical. You’ll analyze real-world case studies, assess ethical risks, and apply governance frameworks used by modern organizations.

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.

Plus de questions

Visitez le Centre d'Aide pour les Étudiants

Aide financière disponible,

Responsible AI Principles

Ce cours n'est pas disponible en Français (France)

Responsible AI Principles

Ce que vous apprendrez

Compétences que vous acquerrez

Détails à connaître

Découvrez comment les employés des entreprises prestigieuses maîtrisent des compétences recherchées

Il y a 9 modules dans ce cours

Module 1: Overview of AI Ethics and Societal Impact

Inclus

Module 2: Bias and Fairness in AI

Inclus

Module 3: Transparency and Explainable AI

Inclus

Module 4: Privacy and Security Issues in AI

Inclus

Module 5: Accountability and Responsibility

Inclus

Module 6: Legal and Regulatory Issues

Inclus

Module 7: Ethical Decision Making Frameworks

Inclus

Module 8: AI Governance and Best Practices

Inclus

Module 9: Global AI Ethics Standards

Inclus

Instructeur

Offert par

En savoir plus sur Machine Learning

Responsible AI - Principles and Ethical Considerations

Trustworthy AI: Managing Bias, Ethics, and Accountability

AI Ethics

Responsible AI: Transparency & Ethics

Pour quelles raisons les étudiants sur Coursera nous choisissent-ils pour leur carrière ?

Felipe M.

Jennifer J.

Larry W.

Chaitanya A.

Save on skills that make you shine with 40% off 3 months of Coursera Plus

Faites progresser votre entreprise et responsabilisez vos équipes

Foire Aux Questions

1. Do I need a technical background to study AI ethics?

2. Will I learn to use real AI ethics tools?

3. How practical is this certification?

Plus de questions