A Guide to Explainable AI | Artificial Intelligence Masterclass for Beginners
Автор: Jovian
Загружено: 2023-02-20
Просмотров: 16736
💻 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
Доступные форматы для скачивания:
Скачать видео mp4
-
Информация по загрузке:
