Explainable AI Courses and Certifications

Alan Turing Institute

Architecting for Autonomy - A Federated and Explainable AI Blueprint for UK Public Services

Discover how federated and explainable AI can transform UK public services through autonomous system architecture and implementation strategies.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

Accountability, Transparency, and Governance

1 rating

Explore accountability, transparency, and governance frameworks shaping AI's responsible deployment across finance, education, and social media sectors.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Natural Language Processing and Capstone Assignment

50 ratings at Coursera

Explore natural language processing, sentiment analysis, topic modeling, and emerging trends in data science. Apply learned techniques to develop a comprehensive data analytics plan.

• Coursera
• 4 hours 56 minutes
• Self-Paced
• Paid Course

Interpretable Machine Learning

29 ratings at Coursera

Develop transparent and trustworthy AI solutions using interpretable machine learning techniques. Master regression models, decision trees, neural networks, and mechanistic interpretability for responsible AI in high-risk domains.

• Coursera
• 13 hours 33 minutes
• Self-Paced
• Paid Course

Modern Artificial Intelligence Masterclass: Build 6 Projects

2697 ratings at Udemy

Harness the power of AI to solve practical, real-world problems in Finance, Tech, Art and Healthcare

• Udemy
• 15 hours 48 minutes
• Self-Paced
• Paid Course

Fundamentals of Responsible Artificial Intelligence/ML

2124 ratings at Udemy

Designing and mantaining AI/ML models that help data subjects, are explainable, are not biased, and are compliant.

• Udemy
• 22 hours 56 minutes
• Self-Paced
• Paid Course

Artificial Intelligence Privacy and Convenience

106 ratings at Coursera

Explore security, privacy, and ethics in machine learning, balancing user protection with model utility. Learn dataset security, privacy methods, and transparent AI implementation.

• Coursera
• 4 hours 51 minutes
• Self-Paced
• Paid Course

Clinical Decision Support Systems

Explore key concepts in Clinical Decision Support Systems, including ML evaluation, fairness assessment, decision curve analysis, explainability, and privacy concerns in deep learning models.

• Coursera
• 8 hours
• Self-Paced
• Paid Course

Capstone Assignment - CDSS 5

This course is a capstone assignment requiring you to apply the knowledge and skill you have learnt throughout the specialization. In this course you will choose one of the areas and complete the assignment to pass.

• Coursera
• 2 hours 30 minutes
• Self-Paced
• Paid Course

Capstone Assignment

Apply explainable AI techniques—LIME, Grad-CAM, and permutation importance—on real MIMIC-III clinical data to build transparent, trustworthy deep learning models for healthcare decision support.

• Coursera
• 3 hours
• Self-Paced
• Paid Course

Artificial Intelligence

56 ratings at Coursera

Explore AI's business applications, machine learning techniques, and industry impact. Gain insights into AI systems, market trends, and ethical considerations for informed decision-making in the AI-driven business landscape.

• Coursera
• 2 days 10 hours 34 minutes
• Self-Paced
• Paid Course

Fractal Analytics

Responsible AI - Principles and Ethical Considerations

24 ratings at Coursera

Explore ethical AI principles, from fairness to privacy. Learn to mitigate bias, ensure transparency, and implement accountability in AI systems for responsible development and deployment.

• Coursera
• 9 hours 11 minutes
• Self-Paced
• Paid Course

Clemson University

Human-Centered Artificial Intelligence

19 ratings at Coursera

Explore the intersection of AI and humanity in this comprehensive program covering ethics, design thinking, and practical applications of human-centered artificial intelligence systems.

• Coursera
• 21 hours 48 minutes
• Self-Paced
• Paid Course

Responsible and Ethical AI

Explore ethical AI challenges, bias mitigation, transparency frameworks, and regulatory compliance to build trustworthy, responsible artificial intelligence systems.

• Coursera
• 18 hours 43 minutes
• Self-Paced
• Paid Course

Packt

AI Product Management: The Complete Handbook

Master AI product management by bridging data science, engineering, and business strategy to build, launch, and scale AI-powered products with real-world case studies and ethical considerations.

• Coursera
• 1 day 5 hours 12 minutes
• Self-Paced
• Paid Course