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Directions in ML: AutoML & Interpretability: Powering the machine learning revolution in healthcare

Directions in ML: AutoML & Interpretability: Powering the machine learning revolution in healthcare

AutoML and interpretability are both fundamental to the successful uptake of machine learning by non-expert end users. The former will lower barriers to entry and unlock potent new capabilities that are out of reach when working with ad-hoc models, while the latter will ensure that outputs are transparent, trustworthy, and meaningful. In ...

2020年10月26日

Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges Machine Learning Explained

What is Machine Learning? | IBM

What is Machine Learning? | IBM

Nursing Theories Made Easy: Part 1 (Basics, Components, Metaparadigm, Importance)

Nursing Theories Made Easy: Part 1 (Basics, Components, Metaparadigm, Importance)

YouTubeExplore with Dr. Rohini

已浏览 8.2万次2020年6月23日

Black-box and Target-specific Attack Against Interpretable Deep Learning Systems | Proceedings of the 2022 ACM on Asia Conference on Computer and Communications Security

Black-box and Target-specific Attack Against Interpretable Deep Learning Systems | Proceedings of the 2022 ACM on Asia Conference on Computer and Communications Security

2022年5月30日

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Lecture 25: Interpretability | Machine Learning for Healthcare | Electrical Engineering and Computer Science | MIT OpenCourseWare

Lecture 25: Interpretability | Machine Learning for Healthcare | Electrical Engineering and Computer Science | MIT OpenCourseWare

2022年4月3日

Model interpretability - Azure Machine Learning

Model interpretability - Azure Machine Learning

10 个月之前

Design and Evaluation of Effective, Interactive, and Interpretable Machine Learning

Design and Evaluation of Effective, Interactive, and Interpretable Machine Learning

2018年3月5日

Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges Machine Learning Challenges

Machine Learning and AI Foundations: Producing Explainable AI (XAI) and Interpretable Machine Learning Solutions Online Class | LinkedIn Learning, formerly Lynda.com

Machine Learning and AI Foundations: Producing Explainable AI (XAI) and Interpretable Machine Learning Solutions Online Class | LinkedIn Learning, formerly Lynda.com

2022年2月17日

Interpretable Machine Learning: Moving from Mythos to Diagnostics

Interpretable Machine Learning: Moving from Mythos to Diagnostics

2022年8月1日

What is Interpretable Machine Learning - ML Explainability - with Python LIME Shap Tutorial

What is Interpretable Machine Learning - ML Explainability - with Python LIME Shap Tutorial

YouTube1littlecoder

已浏览 7970 次2021年8月23日

Lecture 25: Interpretability | Machine Learning for Healthcare | Electrical Engineering and Computer Science | MIT OpenCourseWare

Lecture 25: Interpretability | Machine Learning for Healthcare | Electrica…

2022年4月3日

Model interpretability - Azure Machine Learning

Model interpretability - Azure Machine Learning

10 个月之前

Design and Evaluation of Effective, Interactive, and Interpretable Machine Learning

Design and Evaluation of Effective, Interactive, and Interpretable Mac…

2018年3月5日

AI model interpretability expert explaining complex AI model behaviors to ensure transparency and trust Stock Video

AI model interpretability expert explaining complex AI model beha…

2024年11月11日

Interpretable Machine Learning Models

Interpretable Machine Learning Models

已浏览 7263 次2020年3月3日

YouTubeData Professor

Model Interpretability in MATLAB

Model Interpretability in MATLAB

2020年8月19日

How Can We Make Deep Reinforcement Learning Models Interpretable?

How Can We Make Deep Reinforcement Learning Models In…

已浏览 2 次3 个月之前

YouTubeAI and Machine Learning Explained

What Is AI Interpretability? | IBM

2024年10月8日

Interpretable Machine Learning

已浏览 490 次2023年11月16日

Summit: Scaling Deep Learning Interpretability by Visualizing Acti…

已浏览 2412 次2019年8月27日

YouTubePolo Club of Data Science @ Georgia Tech

Interpretability - now what?

2019年7月17日

67. Interpretability vs. Explainability: Understanding and Applying Both …

已浏览 55 次2024年11月14日

YouTubeTech Entertaining

Interpretable Machine Learning Models with SHAP Analysis | XGB…

已浏览 9003 次2023年8月17日

YouTubeFreeBirds Crew - Data Science and GenAI

Model Interpretability Techniques Explained | Built In

Interpretability vs Explainability: The Black Box of Machine Learning

2020年7月16日

Introduction to Explainable AI (XAI) | Interpretable models, agnostic me…

已浏览 1.9万次2024年2月12日

YouTubeA Data Odyssey

Shapley Values and Cooperative Game Theory | Machine Learning I…

已浏览 552 次2024年11月28日

YouTubeSoledad Galli | Data Scientist @ Train in Data

How AI Can Be Made Explainable and Interpretable | Unlocking the …

已浏览 113 次2024年8月24日

YouTubeProfessor Rahul Jain

Explainability and Interpretability in AI Models | Exclusive Lesson

已浏览 11 次3 个月之前

YouTubeYouAccel

Interpretability in Machine Learning | Machine Learning Interpretability

已浏览 517 次2024年12月10日

YouTubeSoledad Galli | Data Scientist @ Train in Data

Techniques for Interpretable Machine Learning

2020年1月1日

What Is AI Interpretability For Transparent AI Models? - AI and M…

已浏览 10 次4 个月之前

YouTubeAI and Machine Learning Explained

ML Interpretability: feature visualization, adversarial example…

已浏览 1.2万次2024年5月21日

YouTubeUmar Jamil

Permutation Feature Importance | Machine Learning Interpretability

已浏览 952 次2024年12月3日

YouTubeSoledad Galli | Data Scientist @ Train in Data

Hands-on Introduction to Interpreting Machine Learning Mo…

已浏览 1882 次2022年9月7日

YouTubeData Science Dojo

Interpretable Machine Learning: Moving from Mythos to Diagnostics

2022年8月1日

Feature Importance in Decision Trees | Machine Learning Interpret…

已浏览 454 次2024年12月5日

YouTubeSoledad Galli | Data Scientist @ Train in Data

Interpretability: Understanding how AI models think

已浏览 29.4万次6 个月之前

YouTubeAnthropic

Machine Learning Model Interpretability using AzureML & I…

已浏览 1555 次2021年1月19日

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