Machine Learning and AI Foundations: Producing Explainable AI (XAI) and Interpretable Machine Learning Solutions.
(Online Course)
Author
Contributors
Published
Carpenteria, CA linkedin.com, 2022.
Format
Online Course
Status
Description
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Language
English
Notes
General Note
2/17/202212:00:00AM
Participants/Performers
Presenter: Keith McCormick
Description
Learn best practices for how to produce explainable AI and interpretable machine learning solutions.
Description
Data scientists and machine learning professionals have to stay apace with the latest techniques and approaches in the field. In this course, instructor Keith McCormick shows you how to produce explainable AI (XAI) and interpretable machine learning (IML) solutions. Learn why the need for XAI has been rapidly increasing in recent years. Explore available methods and common techniques for XAI and IML, as well as when and how to use each. Keith walks you through the challenges and opportunities of black box models, showing you how to bring transparency to your models and using real-world examples that illustrate tricks of the trade on the easy-to-learn, open-source KNIME Analytics Platform. By the end of this course, you’ll have a better understanding of XAI and IML techniques for both global and local explanations.
System Details
Latest version of the following browsers: Chrome, Safari, Firefox, or Internet Explorer. Adobe Flash Player Plugin. JavaScript and cookies must be enabled. A broadband Internet connection.
Citations
APA Citation, 7th Edition (style guide)
McCormick, K. (2022). Machine Learning and AI Foundations: Producing Explainable AI (XAI) and Interpretable Machine Learning Solutions . linkedin.com.
Chicago / Turabian - Author Date Citation, 17th Edition (style guide)McCormick, Keith. 2022. Machine Learning and AI Foundations: Producing Explainable AI (XAI) and Interpretable Machine Learning Solutions. linkedin.com.
Chicago / Turabian - Humanities (Notes and Bibliography) Citation, 17th Edition (style guide)McCormick, Keith. Machine Learning and AI Foundations: Producing Explainable AI (XAI) and Interpretable Machine Learning Solutions linkedin.com, 2022.
MLA Citation, 9th Edition (style guide)McCormick, Keith. Machine Learning and AI Foundations: Producing Explainable AI (XAI) and Interpretable Machine Learning Solutions linkedin.com, 2022.
Note! Citations contain only title, author, edition, publisher, and year published. Citations should be used as a guideline and should be double checked for accuracy. Citation formats are based on standards as of August 2021.