A Guide to Explainable AI | Artificial Intelligence Masterclass for Beginners

💻 For real-time updates on events, connections & resources, join our community on WhatsApp: https://jvn.io/wTBMmV0 In this Masterclass, let Aakash - CEO at Jovian take you through the up-and-coming research area of Explainable Artificial Intelligence within 40 minutes. Explainable AI is a set of tools and frameworks to help you understand and interpret predictions made by your machine-learning models. 00:00 - Introduction & Importance 06:03 - Types of Explainable AI 12:54 - LIME 16:16 - SHAP 19:53 - PAP 24:09 - Resources 27:32 - Q&A References: https://github.com/jphall663/awesome-... DeepFindr:    • Explainable AI explained! | #1 Introduction   Kaggle notebook: https://www.kaggle.com/code/parulpand... Interpretable ML book: https://christophm.github.io/interpre... InterpretML: https://interpret.ml/ Shap Library: https://github.com/slundberg/shap Partial Dependence Plots:    • Partial Dependence Plots (Opening the Blac...   Looking to learn every day? Check out Jovian's FREE courses & our Bootcamp here: https://jovian.com/learn

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