DataHour: Experiments with Interpretable Artificial Intelligence
DataHour: Experiments with Interpretable Artificial Intelligence
06 Feb 202313:02pm - 06 Feb 202314:02pm
DataHour: Experiments with Interpretable Artificial Intelligence
About the Event
“You cannot depend on an AI system if you don't understand it”
As we know that the current approaches to machine learning and artificial intelligence like deep learning are black boxes. These systems generate predictions completely based on calculations and with no explanations. So it becomes difficult for humans to understand the reason behind these predictions.
This DataHour, Shiladitya Banerjee will make you understand why a model makes a certain prediction. This will be a hands-on, code-along session extracting the important features, driving predictions, and providing insights into the underlying processes. In this DataHour, you will learn mainly about SHAP and LIME methods which will help decode "black box" ML models.
Prerequisites: A basic understanding of Python programming language and familiarity with Linear regression would be helpful.
- 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
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