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“aileen nielsen”

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  • Practical Fairness

    de 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 preprocessing to blackbox model audits. This book will guide you through the technical, legal, and ethical aspects of making your code fair and ... Leer más

    $34.99 USD

  • Practical Time Series Analysis

    Prediction with Statistics and Machine Learning

    de 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 for competent time series analysis with both statistical and machine learning techniques will increase.Covering innovations in time ... Leer más

    $48.99 USD