Search results for “[Subject: data-science-data-analytics]”

• Author(s): Bin Yu • Publisher: MIT Press • Publisher Imprint: MIT Press • BISAC: Data Science - Data AnalyticsUsing real-world data case studies, this innovative and accessible textbook introduces an actionable framework for conducting trustwor...

• Author(s): John D. Kelleher • Publisher: MIT Press • Publisher Imprint: MIT Press • BISAC: Machine TheoryThe second edition of a comprehensive introduction to machine learning approaches used in predictive data analytics, covering both theory a...

• Author(s): Katy Borner | Elizabeth G. Record | Todd Theriault • Publisher: MIT Press • Publisher Imprint: MIT Press • BISAC: Data VisualizationA fascinating data adventure through the lens of macroscopes, which offer us illuminating and holisti...

• Author(s): Catherine D'Ignazio • Publisher: MIT Press • Publisher Imprint: MIT Press • BISAC: Feminism & Feminist TheoryCutting edge strategies for thinking about data science and data ethics through an intersectional feminist lens. "Withou...

• Author(s): Lev Manovich • Publisher: MIT Press • Publisher Imprint: MIT Press • BISAC: Social AspectsA book at the intersection of data science and media studies, presenting concepts and methods for computational analysis of cultural data. How ...

• Author(s): Cecilia Aragon • Publisher: MIT Press • Publisher Imprint: MIT Press • BISAC: EthicsBest practices for addressing the bias and inequality that may result from the automated collection, analysis, and distribution of large datasets. Hu...

• Author(s): Wendy Hui Kyong Chun • Publisher: MIT Press • Publisher Imprint: MIT Press • BISAC: Data Science - Data AnalyticsHow big data and machine learning encode discrimination and create agitated clusters of comforting rage. In Discriminati...