Explainable AI Explained for Developers

Explore the importance and practical application of Explainable AI for developers in this conference talk from GOTO Amsterdam 2022. Discover why Explainable AI is a crucial skill for developers working with machine learning models, and learn how to effectively explain model outcomes. Gain insights into AutoML and its implications for model creation, followed by a hands-on demonstration of tools for explaining machine learning models. Delve into the business perspective of Explainable AI and its relevance to developers. Examine real-world examples and interpretations of model explanations, and understand the significance of segmentation in AI explanations. Conclude with key takeaways to enhance your ability to create transparent and accountable machine learning models.

Intro
Explain ML models
AutoML
Demo
AutoML continued
Why explainable AI?
Demo
Why explainable AI? continued
Segmentation
Takeaways
Outro