Confused by how the algorithms behind AI work? This free webinar unveils Explainable AI (XAI) and demonstrates how XAI allows us to understand, trust, and shape Artificial Intelligence.
Join us for this session as Chris Penick, an experienced AI instructor, demystifies buzzwords related to AI, explains what XAI is, and discusses what the future holds for XAI. He will also showcase XAI’s practical applications in healthcare (making diagnoses), finance (predicting fraud), and the legal system (guiding risk assessment). In addition, Chris explores the challenges of XAI, from balancing accuracy to tackling ethical concerns.
In this 1-hour webinar, Chris will cover:
- What is Explainable AI (XAI)?
- Introduction to Explainable AIDefinition and Importance of XAI
- Brief Overview of AI and Machine Learning
- The Need for Transparency and Trust in AI
- Core Concepts in Explainable AI
- Explanation vs. InterpretationTypes of Models: Transparent Models vs. Black Box Models
- Key Terminologies: Interpretability, Transparency, Accountability
- Methods and Techniques in XAI
- Model-Agnostic Methods
- Model-Specific Methods
- Applications of Explainable AI
- Healthcare: Diagnostics and Treatment RecommendationsFinance: Credit Scoring and Fraud Detection
- Legal: Risk Assessment and Compliance
- Challenges and Limitations of XAI
- Balancing Accuracy and InterpretabilityEthical Considerations: Bias and PrivacyComputational Complexity and Scalability
- Future Directions and Conclusion
- Emerging Trends in XAI
- The Role of Regulations and Standards
- Final Thoughts and Q&A Session
About the Presenter: Chris Penick is a top-rated Web Age Solutions, Inc. instructor. He has over thirty years of experience in the IT industry across various platforms. He has guided clients in cybersecurity, architecture, development, data science, and learning during his career. He’s worked independently for the government in the military, as a civilian, and in the private sector. He holds multiple certifications in security and development from Microsoft, CompTIA, ISC2, and EC Council.
