ML Interpretability: feature visualization, adversarial example, interp. for language models
1:00:15
YouTubeUmar Jamil
ML Interpretability: feature visualization, adversarial example, interp. for language models
In this video, I will be introducing Machine Learning Interpretability, a vast topic that aims at understanding the inner mechanisms of how machine learning models make their predictions, with the aim of debugging them, making them more transparent and trustworthy. I will start by reviewing deep learning and the back-propagation algorithm ...
11.8K viewsMay 21, 2024
Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges Machine Learning Explained
Every Machine Learning Model Explained in 15 minutes
16:04
Every Machine Learning Model Explained in 15 minutes
YouTubeBrain Station Advanced
13.7K views1 month ago
AI & ML Full Course 2026 | Complete Artificial Intelligence and Machine Learning Tutorial | Edureka
11:52:53
AI & ML Full Course 2026 | Complete Artificial Intelligence and Machine Learning Tutorial | Edureka
YouTubeedureka!
92.2K views4 months ago
Machine Learning Full Course | Beginner to Advanced (FREE) 2026
5:27:37
Machine Learning Full Course | Beginner to Advanced (FREE) 2026
YouTubeThe iScale
34.3K views2 months ago
Top videos
Interpretability in Machine Learning | Machine Learning Interpretability
6:00
Interpretability in Machine Learning | Machine Learning Interpretability
YouTubeSoledad Galli | Data Scientist
545 viewsDec 10, 2024
25. Interpretability
1:18:42
25. Interpretability
YouTubeMIT OpenCourseWare
6.1K viewsOct 22, 2020
What is Interpretable Machine Learning - ML Explainability - with Python LIME Shap Tutorial
41:04
What is Interpretable Machine Learning - ML Explainability - with Python LIME Shap Tutorial
YouTube1littlecoder
8.1K viewsAug 23, 2021
Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges Machine Learning Challenges
Machine Learning Full Course From Scratch 2026 | Intellipaat
11:19:10
Machine Learning Full Course From Scratch 2026 | Intellipaat
YouTubeIntellipaat
19.3K views2 months ago
Interpretable vs Explainable Machine Learning
7:07
Interpretable vs Explainable Machine Learning
YouTubeA Data Odyssey
45.7K viewsMay 8, 2023
Machine Learning Full Course (2025) | Machine Learning Course For Beginners | Intellipaat
10:36:05
Machine Learning Full Course (2025) | Machine Learning Course For Beginners | Intellipaat
YouTubeIntellipaat
36.6K views8 months ago
Interpretability in Machine Learning | Machine Learning Interpretability
6:00
Interpretability in Machine Learning | Machine Learning Interpretability
545 viewsDec 10, 2024
YouTubeSoledad Galli | Data Scientist @ Train in Data
25. Interpretability
1:18:42
Find in video from 00:14Introduction to Interpretability
25. Interpretability
6.1K viewsOct 22, 2020
YouTubeMIT OpenCourseWare
What is Interpretable Machine Learning - ML Explainability - with Python LIME Shap Tutorial
41:04
What is Interpretable Machine Learning - ML Explainability - with Python LIME Shap Tutorial
8.1K viewsAug 23, 2021
YouTube1littlecoder
Interpretable Machine Learning with LIME - How LIME works? 10 Min. Tutorial with Python Code
10:40
Find in video from 02:00Techniques for Machine Learning Interpretability
Interpretable Machine Learning with LIME - How LIME works? 10 Min. Tut…
27.9K viewsSep 19, 2019
YouTubeCristian Arteaga
Master ML Model Interpretation with SHAP: A Beginner’s Guide
15:47
Master ML Model Interpretation with SHAP: A Beginner’s Guide
679 views9 months ago
YouTubeMLWorks
Interpretable vs Explainable Machine Learning
7:07
Interpretable vs Explainable Machine Learning
45.7K viewsMay 8, 2023
YouTubeA Data Odyssey
Open the Black Box: an Introduction to Model Interpretability with LIME and SHAP - Kevin Lemagnen
1:36:01
Find in video from 03:45Overview of Interpretability
Open the Black Box: an Introduction to Model Interpretability with LIME and …
40.5K viewsFeb 1, 2019
YouTubePyData
Introducing Our Course on Machine Learning Interpretability!
7:44
Find in video from 00:39Importance of Interpretability for Machine Learning
Introducing Our Course on Machine Learning Interpretability!
215 viewsNov 23, 2023
YouTubeSoledad Galli | Data Scientist @ Train in Data
16:52
Lecture 3 - Interpretability of Decision Trees, Neural Networks and Regression | Explainable AI: XAI
3.8K viewsMay 11, 2024
YouTubeVizuara
21:08
Machine Learning Interpretability Toolkit
6.9K viewsOct 15, 2019
YouTubeMicrosoft Developer
9:43
Interpretable Machine Learning Models with SHAP Analysis | XGBoost + Python | Explainable AI
9.5K viewsAug 17, 2023
YouTubeFreeBirds Crew - Data Science and GenAI
14:29
MODEL REPRESENTATION AND INTERPRETABILITY-Machine Learning-20A05602T-unit-2-Modelling and Evaluation
11.8K viewsMar 18, 2023
YouTubeD Sumathi
1:01
What is Model Explainability & Interpretability?
6 views3 months ago
YouTubeData Science Made Easy
Machine Learning Interpretability and Explainable AI for Deep Learning and GBM with SHAP
10:41
Find in video from 00:28Introduction to Machine Learning
Machine Learning Interpretability and Explainable AI for Deep Learning an…
2.5K viewsOct 10, 2019
YouTubeSefik Ilkin Serengil
13:24
Feature Importance in Decision Trees | Machine Learning Interpretability
514 viewsDec 5, 2024
YouTubeSoledad Galli | Data Scientist @ Train in Data
11:51
Introduction to Explainable AI (XAI) | Interpretable models, agnostic methods, counterfactuals
20.4K viewsFeb 12, 2024
YouTubeA Data Odyssey
Shapley Values Explained | Interpretability for AI models, even LLMs!
9:59
Find in video from 00:35Importance of Interpretability
Shapley Values Explained | Interpretability for AI models, even L…
6.7K viewsMay 6, 2024
YouTubeAI Coffee Break with Letitia
4:18
Interpretable vs Explainable AI: The Battle for Trust in Machine Learning
506 viewsDec 8, 2024
YouTubeLeadership with AI
What Is Explainable AI? | Explainable vs Interpretable Machine Learning
8:31
Find in video from 07:46Practical Use of Machine Learning Models
What Is Explainable AI? | Explainable vs Interpretable Machine Learning
20.8K viewsSep 26, 2020
YouTubeJordan Harrod
0:39
Explainable AI with LIME | Numerical Examples & Case Studies for Interpretable ML Models
18 views4 months ago
YouTubeSkillDux Courses
4:31
Decode Your Model: SHAP, LIME & PDP Made Simple! 🚀
382 views11 months ago
YouTubePavithra’s Podcast
14:20
Day6 Lecture - Explainable AI with SHAP – Demystifying Model Predictions
177 views8 months ago
YouTubeExplore Insight
Model Interpretability Techniques Explained | Built In
8 months ago
builtin.com
20:54
Explainable AI explained! | #2 By-design interpretable models with Microsofts InterpretML
43.9K viewsFeb 16, 2021
YouTubeDeepFindr
Stanford Seminar - ML Explainability Part 4 I Evaluating Model Interpretations/Explanations
1:19:05
Find in video from 01:32Evaluating Interpretability
Stanford Seminar - ML Explainability Part 4 I Evaluating Model Interpretati…
10.3K viewsNov 5, 2022
YouTubeStanford Online
2:34
Explainable AI vs Interpretable AI | Key Differences Explained Simply
356 views7 months ago
YouTubeProfessor Rahul Jain
1:30:45
CVPR18: Tutorial: Part 1: Interpretable Machine Learning for Computer Vision
12.5K viewsJul 1, 2018
YouTubeComputerVisionFoundation Videos
What Is AI Interpretability? | IBM
Oct 8, 2024
ibm.com
Model interpretability - Azure Machine Learning
Mar 25, 2025
microsoft.com
See more