Foundations of Data Science
Avrim Blum, John Hopcroft, Ravi Kannan
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.
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Avrim Blum, John Hopcroft, Ravi Kannan
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.
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Elements of Dynamical Systems
Anima Nagar, Riddhi Shah and Shrihari Sridharan
This book stems from lectures that were given at a three-week Advanced Instructional School on Ergodic Theory and Dynamical Systems..
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Anima Nagar, Riddhi Shah and Shrihari Sridharan
This book stems from lectures that were given at a three-week Advanced Instructional School on Ergodic Theory and Dynamical Systems..
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Stochastic Games and Related Concepts
T Parthasarathy & Sujatha Babu
This set of lecture notes is based on a series of ten lectures given by Professor T. Parthasarathy at Chennai Mathematical Institute....
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T Parthasarathy & Sujatha Babu
This set of lecture notes is based on a series of ten lectures given by Professor T. Parthasarathy at Chennai Mathematical Institute....
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The Mathematics of India: Concepts, Methods, Connections
P. P. Divakaran
In the millennia-long story of the mathematical tradition of India, certain exceptionally fruitful periods stand out. This book identifies three of them:...
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P. P. Divakaran
In the millennia-long story of the mathematical tradition of India, certain exceptionally fruitful periods stand out. This book identifies three of them:...
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Topology and Condensed Matter Physics
Somendra M. Bhattacharjee, Mahan Mj.and Abhijit Bandyopadhyay (Editors)
This book introduces aspects of topology and their applications to problems in condensed matter physics. Basic topics in mathematics have been introduced...
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Somendra M. Bhattacharjee, Mahan Mj.and Abhijit Bandyopadhyay (Editors)
This book introduces aspects of topology and their applications to problems in condensed matter physics. Basic topics in mathematics have been introduced...
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Open Quantum Systems: Dynamics of Nonclassical Evolution
Subhashish Banerjee
Current developments in quantum computing have made it essential to consider the role of the ambient environment in the functioning of a quantum system.
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Subhashish Banerjee
Current developments in quantum computing have made it essential to consider the role of the ambient environment in the functioning of a quantum system.
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