DataHour: Why Did My AI Do That? Decoding Decision-Making in ML
DataHour: Why Did My AI Do That? Decoding Decision-Making in ML
30 Nov 202312:11pm - 30 Nov 202313:11pm
DataHour: Why Did My AI Do That? Decoding Decision-Making in ML
About the Event
We will start by exploring explainable AI techniques such as Local Interpretable Model-agnostic Explanations (LIME), SHapley Additive exPlanations (SHAP), and Integrated Gradients. Through hands-on examples, we'll demonstrate how these methods dissect a model's decision boundary, feature importance, and decision paths.
The session will also cover practical implementation using Python libraries like sklearn, lime, and shap, to empower attendees to apply these methodologies to their own models. We'll further discuss the trade-offs between accuracy and explainability, helping practitioners strike a responsible balance.
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
Who is this DataHour for?
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
About the Speaker
Participate in discussion
Registration Details
Registered
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- Professional Exposure
- Networking Opportunities
- Thought Leadership
- Knowledge Exchange
- Leading-Edge Insights
- Community Contribution
