| Bonus Resources.txt | 102.4 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| ~Get Your Files Here ! | |||
| 1 - Introduction | |||
| 1 - Introduction to XAI.mp4 | 277.9 MB | ||
| 1 - Module 1 - XAI Introduction.pptx | 2.2 MB | ||
| 2 - Inherent Interpretability of ML Models | |||
| 2 - Lecture 2 ML Interpretability (Description).html | 716.8 B | ||
| 2 - Lecture 2 ML Interpretability.html | 13.2 KB | ||
| 2 - Module 2- Intrinsically Interpretable Models - ML.pptx | 2.3 MB | ||
| 3 - Explainability of DL models | |||
| 3 - Deep Learning Models Explainability Methods (Description).html | 819.2 B | ||
| 3 - Deep Learning Models Explainability Methods.html | 5.5 KB | ||
| 3 - Module 3- Explainability Models - NN.pptx | 4.3 MB | ||
| 4 - Module 4 - XAI - Rules Based.pptx | 6.8 MB | ||
| 4 - Posthoc Explainability and Local Vs. Global Explanations | |||
| 5 - Evaluation of XAI Methods | |||
| 6 - Future of XAI | |||
| 10 - Future trends of XAI New Interfaces, Tools, Benchmarks for Model Understanding (Description).html | 921.6 B | ||
| 10 - Future trends of XAI New Interfaces, Tools, Benchmarks for Model Understanding.html | 5.5 KB | ||
| 10 - Module 10 - Future of XAI.pptx | 1.9 MB | ||
| 8 - Evaluating Model Interpretability and Explainability (Description).html | 819.2 B | ||
| 8 - Evaluating Model Interpretability and Explainability.html | 5.6 KB | ||
| 8 - Module 8 - Evaluating Model Interpretations.pptx | 4.9 MB | ||
| 9 - Limitations of XAI Evaluations (Description).html | 819.2 B | ||
| 9 - Limitations of XAI Evaluations.html | 5.5 KB | ||
| 9 - Module 9 - Limitations of XAI Evaluation Methods.pptx | 5.2 MB | ||
| 6 - Module 6 - Posthoc Explainability Models.pptx | 6.8 MB | ||
| 6 - Posthoc Explainability methods - LIME, SHAP etc (Description).html | 819.2 B | ||
| 6 - Posthoc Explainability methods - LIME, SHAP etc.mp4 | 162.4 MB | ||
| 7 - Global Vs. Local Explanations (Description).html | 716.8 B | ||
| 7 - Global Vs. Local Explanations.html | 5.6 KB | ||
| 7 - Module 7 - Global Vs Local Explanations.pptx | 3.3 MB | ||
| 4 - Rules based XAI methods for DL Models (Description).html | 716.8 B | ||
| 4 - Rules based XAI methods for DL Models.html | 5.5 KB | ||
| 5 - Module 5 - Prototype and Attendon Networks.pptx | 2.1 MB | ||
| 5 - Prototype and Attention Mechanisms based XAI Methods for DL Models (Description).html | 819.2 B | ||
| 5 - Prototype and Attention Mechanisms based XAI Methods for DL Models.html | 5.7 KB |
Explainable AI
https://WebToolTip.com
Published 7/2026
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 41m | Size: 479.97 MB
Interpretable and Explainable Methods of ML and DL Models
What you'll learn
Define XAI Taxonomy
Distinguish between Antehoc and Posthoc explainability models
Application of XAI methods in Deep Learning Models
Estimate the performance of different XAI methods
Requirements
Prior knowledge on Deep Learning and Machine Learning Models
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Udemy - Supporting LGBTQ + Colleagues - Workplace Inclusion Essentials Posted by
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