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Author Patrick Hall , Navdeep Gill , Benjamin Cox
Like other powerful technologies, AI and machine learning present significant opportunities. To reap the full benefits of ML, organizations must also mitigate the considerable risks it presents. This report outlines a set of actionable best practices for people, processes....
Release Date 2020/10 -
An Introduction to Machine Learning Interpretability, 2nd Edition
Author Navdeep Gill , Patrick Hall
Innovation and competition are driving analysts and data scientists toward increasingly complex predictive modeling and machine learning algorithms. This complexity makes these models accurate, but can also make their predictions difficult to understand. When accur....
Release Date 2019/10 -
An Introduction to Machine Learning Interpretability
Author Navdeep Gill , Patrick Hall
Innovation and competition are driving analysts and data scientists toward increasingly complex predictive modeling and machine learning algorithms. This complexity makes these models accurate but also makes their predictions difficult to understand. When accuracy ....
Release Date 2018/04 -
Author Katie Whitson , Wen Phan , Patrick Hall
Machine learning is a hot topic in business. Even data-driven organizations that have spent years developing successful data analysis platforms, with many accurate statistical models in place, are now looking into this decades-old discipline. But how can companies ....
Release Date 2016/05