Dalex Python Tutorial - Explore and Interpret ML Models смотреть онлайн

In this tutorial we will explore Dalex, a python library to explore and intepret Machine Learning models.


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⏲️===TimeStamps===⏲️
00:01 Intro
00:45 Components of Dalex
01:55 Data Prep
04:40 Features & Labels
06:55 Building ML Pipeline
10:20 Model Explanation with Dalex
12:20 Creating An Explainer
13:40 Model Performance
14:30 Variable Importance
16:05 Plot Model Parts
17:21 Model Profiling
21:01 Making a Prediction
24:00 Predicting with Dalex
25:15 Explaining Prediction
27:00 Model Interpretation
28:00 Prediction Profile
29:30 Recap

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J-Secur1ty JCharisTech

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