Kannan Ravindran - Foundations Of Data Science - Hardcover Political Assassinations Publication Date: 11/16/2000
Kannan Ravindran - Foundations Of Data Science - Hardcover Political Assassinations Publication Date: 11/16/2000Binding: Hardcover Description: This book provides an introduction to the mathematical and algorithmic foundations of data science including machine learning high dimensional geometry and analysis of large networks. Topics include the counterintuitive nature of data in high dimensions important linear algebraic techniques such as singular value decomposition the theory of random walks and Markov chains the fundamentals of and important algorithms for
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