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You searched IISERK - Springer Series in the Data Sciences,

Records 1 through 9 of 9

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Call No.	518.1
Author	Chang, Lijun. author.
Title	Cohesive Subgraph Computation over Large Sparse Graphs [electronic resource] : Algorithms, Data Structures, and Programming Techniques / by Lijun Chang, Lu Qin.
Edition	1st ed. 2018.
Material	XII, 107 p. 21 illus., 1 illus. in color. online resource.
Series Stmt	Springer Series in the Data Sciences,
Subject	Algorithms.
Subject	Data structures (Computer science).
Subject	Algorithms.
Added Entry	Qin, Lu. author.
Added Entry	SpringerLink (Online service)

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Call No.	518
Author	Chen, Jeffrey C. author.
Title	Data Science for Public Policy [electronic resource] / by Jeffrey C. Chen, Edward A. Rubin, Gary J. Cornwall.
Edition	1st ed. 2021.
Material	XIV, 363 p. 123 illus., 111 illus. in color. online resource.
Series Stmt	Springer Series in the Data Sciences,
Subject	Mathematics—Data processing.
Subject	Mathematical statistics—Data processing.
Subject	Computational Mathematics and Numerical Analysis.
Added Entry	Rubin, Edward A. author.
Added Entry	Cornwall, Gary J. author.

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Call No.	004.0151
Author	Calin, Ovidiu. author.
Title	Deep Learning Architectures [electronic resource] : A Mathematical Approach / by Ovidiu Calin.
Edition	1st ed. 2020.
Material	XXX, 760 p. 207 illus., 35 illus. in color. online resource.
Series Stmt	Springer Series in the Data Sciences,
Subject	Computer science—Mathematics.
Subject	Computer mathematics.
Subject	Machine learning.
Added Entry	SpringerLink (Online service)

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Call No.	519.6
Author	Lan, Guanghui. author.
Title	First-order and Stochastic Optimization Methods for Machine Learning [electronic resource] / by Guanghui Lan.
Edition	1st ed. 2020.
Material	XIII, 582 p. 18 illus., 16 illus. in color. online resource.
Series Stmt	Springer Series in the Data Sciences,
Subject	Mathematical optimization.
Subject	Machine learning.
Subject	Optimization.
Added Entry	SpringerLink (Online service)

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Call No.	519.2
Author	Biau, Gérard. author.
Title	Lectures on the Nearest Neighbor Method [electronic resource] / by Gérard Biau, Luc Devroye.
Material	IX, 290 p. 4 illus. in color. online resource.
Series Stmt	Springer Series in the Data Sciences,
Subject	Mathematics.
Subject	Pattern Recognition.
Subject	Probabilities.
Added Entry	Devroye, Luc. author.
Added Entry	SpringerLink (Online service)

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Call No.	518
Author	Phillips, Jeff M. author.
Title	Mathematical Foundations for Data Analysis [electronic resource] / by Jeff M. Phillips.
Edition	1st ed. 2021.
Material	XVII, 287 p. 109 illus., 108 illus. in color. online resource.
Series Stmt	Springer Series in the Data Sciences,
Subject	Mathematics—Data processing.
Subject	Information visualization.
Subject	Computational Mathematics and Numerical Analysis.
Added Entry	SpringerLink (Online service)

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Call No.	518
Author	Trendafilov, Nickolay. author.
Title	Multivariate Data Analysis on Matrix Manifolds [electronic resource] : (with Manopt) / by Nickolay Trendafilov, Michele Gallo.
Edition	1st ed. 2021.
Material	XX, 450 p. 6 illus., 5 illus. in color. online resource.
Series Stmt	Springer Series in the Data Sciences,
Subject	Mathematics—Data processing.
Subject	Global analysis (Mathematics).
Subject	Manifolds (Mathematics).
Added Entry	Gallo, Michele. author.
Added Entry	SpringerLink (Online service)

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Call No.	519.2
Author	Alvo, Mayer. author.
Title	A Parametric Approach to Nonparametric Statistics [electronic resource] / by Mayer Alvo, Philip L. H. Yu.
Edition	1st ed. 2018.
Material	XIV, 279 p. 15 illus. in color. online resource.
Series Stmt	Springer Series in the Data Sciences,
Subject	Probabilities.
Subject	Statistics .
Subject	Probability Theory and Stochastic Processes.
Added Entry	Yu, Philip L. H. author.
Added Entry	SpringerLink (Online service)

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Call No.	510.285
Author	Nazarathy, Yoni. author.
Title	Statistics with Julia [electronic resource] : Fundamentals for Data Science, Machine Learning and Artificial Intelligence / by Yoni Nazarathy, Hayden Klok.
Edition	1st ed. 2021.
Material	XII, 527 p. 148 illus., 130 illus. in color. online resource.
Series Stmt	Springer Series in the Data Sciences,
Subject	Computer software.
Subject	Statistics .
Subject	Data structures (Computer science).
Added Entry	Klok, Hayden. author.
Added Entry	SpringerLink (Online service)

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