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Author Aileen Nielsen
Fairness is an increasingly important topic as machine learning and AI more generally take over the world. While this is an active area of research, many realistic best practices are emerging at all steps along the data pipeline, from data selection and preprocessi....
Release Date 2020/09 -
Practical Time Series Analysis
Author Aileen Nielsen
Time series data analysis is increasingly important due to the massive production of such data through the internet of things, the digitalization of healthcare, and the rise of smart cities. As continuous monitoring and data collection become more common, the need ....
Release Date 2019/11