Algorithmic Bias Courses and Certifications

Simon Fraser University

Advanced Generative Art and Computational Creativity

Explore advanced generative art techniques using evolutionary computing, neural networks, and procedural generation. Create innovative artifacts and evaluate creative systems while discussing ethical implications.

• Kadenze
• 100 hours
• On-Demand
• Paid Course

Tech On the Go: Ethics in AI

286 ratings at LinkedIn Learning

Learn about the fundamentals of ethics in AI. Explore ways to operationalize responsible AI in daily organizational practice.

• LinkedIn Learning
• 40 minutes
• On-Demand
• Free Trial Available

National Chiao Tung University

AI for Legal Professionals (I): Law and Policy

Explore the legal and policy issues surrounding the development and application of artificial intelligence.

• FutureLearn
• 4 weeks, 3 hours a week
• On-Demand
• Free Online Course (Audit)

Inclusive Tech: Breaking Bias in Tech

125 ratings at LinkedIn Learning

Learn how to remove biases from products and build inclusive technology

• LinkedIn Learning
• 40 minutes
• On-Demand
• Free Trial Available

Building a Responsible AI Program: Context, Culture, Content, and Commitment

112 ratings at LinkedIn Learning

Organizations who use AI need to ensure they do so in a socially responsible way. Learn how in this course.

• LinkedIn Learning
• 1 hour 30 minutes
• On-Demand
• Free Trial Available

Algorithmic Auditing and Continuous Monitoring

40 ratings at LinkedIn Learning

Learn responsible AI governance, including how to establish a robust algorithmic auditing and continuous monitoring process.

• LinkedIn Learning
• 1 hour 3 minutes
• On-Demand
• Free Trial Available

Taking Control of Your Personal Data

35 ratings at The Great Courses Plus

Follow an expert in data analytics to learn how to best protect your privacy online.

• The Great Courses Plus
• 5 hours 15 minutes
• On-Demand
• Free Trial Available

Alexander Amini;  MIT

Deep Learning New Frontiers

Explore deep learning limitations and new frontiers, including expressivity, generalization, failure modes, uncertainty, adversarial attacks, and emerging areas like graph learning and AutoML.

• YouTube
• 51 minutes
• On-Demand
• Free Video

GOTO Conferences

Addressing Algorithmic Bias

Explore strategies to address, avoid, and mitigate AI algorithmic bias in critical decision-making processes. Learn about fair algorithms, trade-offs in bias protection, and techniques for auditing and combating bias in AI systems.

• YouTube
• 43 minutes
• On-Demand
• Conference Talk

TED

We're Building a Dystopia Just to Make People Click on Ads

Technosociologist explores how AI algorithms used for ads also shape access to political and social information, discussing potential misuse of AI and ways to respond.

• YouTube
• 23 minutes
• On-Demand
• Conference Talk

The Aspen Institute

Fintech - Great Enabler or Great Divider?

Explore fintech's impact on financial inclusion, examining innovations, risks, and strategies to bridge the digital divide and empower the unbanked in an increasingly digital economy.

• YouTube
• 26 minutes
• On-Demand
• Free Video

The Aspen Institute

Fintech - Great Enabler or Great Divider?

Explore fintech's impact on financial inclusion, examining innovations, risks, and strategies to bridge the digital divide and empower the unbanked in an increasingly digital economy.

• YouTube
• 26 minutes
• On-Demand
• Free Video

The Aspen Institute

Technology and Humanity - Unfinished Live Episode 3

Explore technology's impact on society, data ownership, and racial bias. Featuring insights from experts on AI, digital ethics, and tech for social good.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Video

Alan Turing Institute

In How Many Ways Can an Algorithm be Fair?

Exploring measures of algorithmic fairness, their implications for technology policy, and challenges in implementation to hold predictive algorithms accountable.

• YouTube
• 38 minutes
• On-Demand
• Free Video

The Aspen Institute

Emotions and Technology - The Impact of AI on Human Interaction and Mental Health

Explore the intersection of emotions and technology, including AI emotion recognition, mental health applications, and the impact of digital communication on social connections.

• YouTube
• 1 hour 23 minutes
• On-Demand
• Free Video