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

• Author(s): Steven L. Brunton • Publisher: Cambridge UP • Publisher Imprint: Cambridge • Subject: Engineering • BISAC: GeneralData-driven discovery is revolutionizing how we model, predict, and control complex systems. Now with Python and MATLAB...

• Author(s): Avrim Blum • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: Artificial Intelligence - Computer Vision & Pattern RecognitThis book provides an introduction to the mathematical and al...

• Author(s): M. E. Müller • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: Database Administration & ManagementWhat is knowledge and how is it represented? This book focuses on the idea of forma...

• Author(s): Bradley Efron • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: Probability & Statistics - GeneralThe twenty-first century has seen a breathtaking expansion of statistical methodolog...

• Author(s): Philip D. Waggoner • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: History & Theory - GeneralIn the age of data-driven problem-solving, applying sophisticated computational tools f...

• Author(s): Jeffrey A. Fessler • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: Artificial Intelligence - Computer Vision & Pattern RecognitMaximise student engagement and understanding of matr...

• Author(s): Mohammed J. Zaki • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • Subject: Computer Science and Information Technology • BISAC: ComputersThe fundamental algorithms in data mining and machine l...

• Author(s): Andreas Lindholm • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: Artificial Intelligence - Computer Vision & Pattern RecognitThis book introduces machine learning for readers with ...

• Author(s): M. E. Muller • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: GeneralWhat is knowledge and how is it represented? This book focuses on the idea of formalising knowledge as relations, in...

• Author(s): Song Guo • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • Subject: Computer Science and Information Technology • BISAC: Technology And EngineeringDiscover this multi-disciplinary and insightfu...

• Author(s): Grey (Wake Forest University, North Carolina) Ballard • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: GeneralTensors are essential in modern day computational and data sciences. This b...

• Author(s): William W. Hsieh • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: Environmental Science (see also Chemistry - Environmental)Statistical and machine learning methods have many applicatio...

• Author(s): Stephen J. Wright • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: GeneralOptimization techniques are at the core of data science, including data analysis and machine learning. An under...

• Author(s): Simon Foucart • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: Data Science - GeneralThis text provides deep and comprehensive coverage of the mathematical background for data science, ...

• Author(s): Charles Bouveyron | Gilles Celeux | T. Brendan Murphy • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: Probability & Statistics - GeneralCluster analysis finds groups in data automa...

• Author(s): Simon Foucart • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: Data Science - GeneralThis text provides deep and comprehensive coverage of the mathematical background for data science, ...

• Author(s): Lijing Wang | Zhen Yin | Jef Caers • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: Earth Sciences - GeneralData Science for the Geosciences provides students and instructors with the s...

• Author(s): William W. Hsieh • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: Environmental Science (see also Chemistry - Environmental)Machine learning methods originated from artificial intellige...

• Author(s): Ali H. Sayed • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: Signals & Signal ProcessingThis extraordinary three-volume work, written in an engaging and rigorous style by a world a...

• Author(s): Jess McIver | Ashish Mahabal | Christopher Fluke • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: Space Science - AstronomyIAU S368 addresses graduate students and professional astronom...

• Author(s): Anna Dawid | Alexandre Dauphin | Julian Arnold • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: Physics - Quantum TheoryThis book provides an accessible introduction to machine learning...

• Author(s): Ali H. Sayed • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: Signals & Signal ProcessingThis extraordinary three-volume work, written in an engaging and rigorous style by a world a...

• Author(s): Jon Green | II White Mark H. • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: History & Surveys - GeneralCausal inference and machine learning are typically introduced in the social...

• Author(s): Bernhard Mehlig • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: Physics - Mathematical & ComputationalThis modern and self-contained book offers a clear and accessible introduction...

• Author(s): Ruye Wang • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: Signals & Signal ProcessingExplore how and why machine learning algorithms work with this self-contained, hands-on textboo...

• Author(s): Henry D. I. Abarbanel • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: Physics - Mathematical & ComputationalData assimilation is a hugely important mathematical technique, relevant...

• Author(s): Giuseppe Calafiore | Laurent El Ghaoui | Giulia Fracastoro • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: Signals & Signal ProcessingConfidently analyze, interpret and act on fina...

• Author(s): Chirag Shah • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: Artificial Intelligence - Computer Vision & Pattern RecognitPacked with real-world examples, industry insights and pract...

• Author(s): Lijing Wang • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: Earth Sciences - GeneralData Science for the Geosciences provides students and instructors with the statistical and machine ...

• Author(s): Julian McAuley • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: Database Administration & ManagementEvery day we interact with machine learning systems offering individualized predi...

• Author(s): Chirag Shah • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: Database Administration & ManagementDevelop a practical understanding of data science with this hands-on textbook for in...

• Author(s): Peter Flach • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: Artificial Intelligence - Computer Vision & Pattern RecognitAs one of the most comprehensive machine learning texts arou...

• Author(s): Tomaso Aste • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: GeneralThis book introduces relevant and established data-driven modeling tools currently in use or in development, which wi...

• Author(s): Jeremy Watt • Publisher: MixGD • Publisher Imprint: MixGD • Subject: Engineering • BISAC: Signals & Signal ProcessingWith its intuitive yet rigorous approach to machine learning, this text provides students with the fundamental k...

• Author(s): Marc Peter Deisenroth • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: Artificial Intelligence - Computer Vision & Pattern RecognitThe fundamental mathematical tools needed to under...

• Author(s): Romain Couillet | Zhenyu Liao • Publisher: Cambridge University Press • Publisher Imprint: Cambridge University Press • BISAC: Artificial Intelligence - Computer Vision & Pattern RecognitThis book presents a unified theory of ran...