Explainable AI Courses and Certifications

Artificial Intelligence (AI) Leadership

Master AI leadership with this track: monetize AI, build trust with Responsible and Explainable AI, and secure your innovations. Lead with confidence!

• DataCamp
• 6 hours
• On-Demand
• Free Trial Available

Geliştiriciler için Sorumlu Yapay Zeka: Yorumlanabilirlik ve Şeffaflık

Keşfedin yapay zeka sistemlerinde yorumlanabilirlik ve şeffaflık kavramlarını, bunların önemini ve uygulanmasını sağlayan pratik araç ve teknikleri.

• Coursera
• 2 hours 40 minutes
• On-Demand
• Paid Course

Association for Computing Machinery (ACM)

Explainable AI in Industry - Practical Challenges and Lessons Learned

Explore practical challenges and industry insights on implementing explainable AI, featuring expert perspectives from leading tech companies and researchers.

• YouTube
• 1 hour 27 minutes
• On-Demand
• Conference Talk

GOTO Conferences

Explainable AI Explained for Developers

Discover the importance of Explainable AI for developers, learn practical tools for interpreting machine learning models, and understand its business implications in this insightful presentation.

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

Strange Loop Conference

Explainable AI - The Apex of Human and Machine Learning

Explore the emerging field of Explainable AI, its importance in high-risk domains, and how it bridges the gap between human cognition and machine learning for more intuitive and understandable AI systems.

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

Association for Computing Machinery (ACM)

Reasons, Values, Stakeholders - A Philosophical Framework for Explainable AI

Explore a philosophical framework for explainable AI, examining the interplay between reasons, values, and stakeholders to enhance transparency and ethical considerations in artificial intelligence systems.

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

Association for Computing Machinery (ACM)

Designing Theory-Driven User-Centric Explainable AI

Explore a framework for human-centered, decision-theory-driven explainable AI, bridging algorithm-generated explanations with human decision-making theories in high-stakes applications like healthcare and criminal justice.

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

Association for Computing Machinery (ACM)

Automated Rationale Generation - A Technique for Explainable AI and Its Effects on Human Perceptions

Explore automated rationale generation for explainable AI, including data collection, neural network training, and user perception studies. Insights on human preferences for AI explanations.

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

Devoxx

Explainable AI Analysis & Visualization - Applications from Brain Computer Interfaces to ChatGPT

Explore explainable AI analysis and visualization techniques, from brain-computer interfaces to ChatGPT, enhancing understanding of AI decision-making processes and applications.

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

Devoxx

Explainable AI Analysis Visualization - Applications from Brain Computer Interfaces to ChatGPT

Explore cutting-edge applications of explainable AI, from brain-computer interfaces to ChatGPT, with a focus on analysis and visualization techniques.

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

Association for Computing Machinery (ACM)

Impossible Explanations? Beyond Explainable AI in the GDPR from a COVID-19 Use Case Scenario

Exploring AI explainability challenges in GDPR compliance using COVID-19 scenarios, emphasizing justifiability over technical explanations in legal and ethical contexts.

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

MLCon | Machine Learning Conference

Explainable AI with Machine Teaching

Explore the shift from Machine Learning to Machine Teaching, addressing explainability, data access, and algorithm control. Learn about transformative industry applications and real-world examples.

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

PASS Data Community Summit

Visualization Best Practices for Explainable AI

Explore machine learning visualization techniques for explainable AI across industries, covering model understanding, data analysis, and performance evaluation using Jupyter, Python, and Power BI.

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

AI Institute at UofSC - #AIISC

Developing Explainable Multimodal AI Models on the Life-Cycle of Rare Event Prediction

Gain insights into developing explainable multimodal AI models for rare event prediction through hands-on sessions covering data generation, preprocessing, model development, and evaluation using a new multimodal dataset.

• YouTube
• 1 hour 34 minutes
• On-Demand
• Free Video

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
• On-Demand
• Free Video