Search results for “[subject: data-science-machine-learning]”

• Author(s): John D. Kelleher • Publisher: Mit Press • Publisher Imprint: Mit Press • BISAC: Data Science - Machine LearningAn accessible introduction to the artificial intelligence technology that enables computer vision, speech recognition, mac...

• Author(s): Kevin P. Murphy • Publisher: Mit Press • Publisher Imprint: Mit Press • BISAC: Machine TheoryA comprehensive introduction to machine learning that uses probabilistic models and inference as a unifying approach.Today's Web-enabled del...

• Author(s): Ethem Alpaydin • Publisher: Mit Press • Publisher Imprint: Mit Press • BISAC: Artificial Intelligence - GeneralA substantially revised fourth edition of a comprehensive textbook, including new coverage of recent advances in deep lear...

• Author(s): Mark Coeckelbergh • Publisher: Mit Press • Publisher Imprint: Mit Press • BISAC: Ethics & Moral PhilosophyThis overview of the ethical issues raised by artificial intelligence moves beyond hype and nightmare scenarios to address ...

• Author(s): Mehryar Mohri • Publisher: Mit Press • Publisher Imprint: Mit Press • BISAC: Artificial Intelligence - GeneralA new edition of a graduate-level machine learning textbook that focuses on the analysis and theory of algorithms.This book...

• Author(s): Jacob Eisenstein • Publisher: Mit Press • Publisher Imprint: Mit Press • BISAC: Linguistics - GeneralA survey of computational methods for understanding, generating, and manipulating human language, which offers a synthesis of classi...

• Author(s): Jonas Peters • Publisher: Mit Press • Publisher Imprint: Mit Press • BISAC: Data Science - Neural NetworksA concise and self-contained introduction to causal inference, increasingly important in data science and machine learning.The ...

• Author(s): Michael J. Kearns • Publisher: Mit Press • Publisher Imprint: Mit Press • BISAC: Intelligence (AI) & SemanticsEmphasizing issues of computational efficiency, Michael Kearns and Umesh Vazirani introduce a number of central topics ...