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Data Mining and Machine Learning

Fundamental Concepts and Algorithms
2nd edition
Mohammed J. Zaki
, Rensselaer Polytechnic Institute, New York,
Wagner Meira, Jr
, Universidade Federal de Minas Gerais, Brazil
Online ISBN: 9781108564175
Online publication date: 07 February 2020

Hardback ISBN: 9781108473989

Hardback publication date: 12 March 2020

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Inference and Learning from Data

Inference, Volume 2
Ali H. Sayed
, École Polytechnique Fédérale de Lausanne
Online ISBN: 9781009218245
Online publication date: 17 March 2023

Hardback ISBN: 9781009218269

Hardback publication date: 02 March 2023

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Inference and Learning from Data

Learning, Volume 3
Ali H. Sayed
, École Polytechnique Fédérale de Lausanne
Online ISBN: 9781009218276
Online publication date: 24 February 2023

Hardback ISBN: 9781009218283

Hardback publication date: 02 March 2023

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The Science of Deep Learning

Iddo Drori
, Massachusetts Institute of Technology and Columbia University, New York
Online ISBN: 9781108891530
Online publication date: 23 September 2022

Hardback ISBN: 9781108835084

Hardback publication date: 03 November 2022

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Mining of Massive Datasets

3rd edition
Jure Leskovec
, Stanford University, California,
Anand Rajaraman
, Rocketship VC,
Jeffrey David Ullman
, Stanford University, California
Online ISBN: 9781108684163
Online publication date: 16 April 2020

Hardback ISBN: 9781108476348

Hardback publication date: 13 February 2020

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Large-Scale Data Analytics with Python and Spark

A Hands-on Guide to Implementing Machine Learning Solutions
Isaac Triguero
, University of Nottingham,
Mikel Galar
, Public University of Navarre
Online ISBN: 9781009318242
Online publication date: 15 December 2023

Paperback ISBN: 9781009318259

Paperback publication date: 08 February 2024

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Introduction to Intelligent Systems, Control, and Machine Learning using MATLAB

Marco P. Schoen
, Idaho State University
Online ISBN: 9781009004992
Online publication date: 27 November 2023

Hardback ISBN: 9781316518250

Hardback publication date: 25 January 2024

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Adversarial Learning and Secure AI

David J. Miller
, Pennsylvania State University,
Zhen Xiang
, University of Illinois, Urbana-Champaign,
George Kesidis
, Pennsylvania State University
Online ISBN: 9781009315647
Online publication date: 07 September 2023

Hardback ISBN: 9781009315678

Hardback publication date: 31 August 2023

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Inference and Learning from Data

Foundations, Volume 1
Ali H. Sayed
, École Polytechnique Fédérale de Lausanne
Online ISBN: 9781009218146
Online publication date: 17 February 2023

Hardback ISBN: 9781009218122

Hardback publication date: 02 March 2023

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High-Dimensional Data Analysis with Low-Dimensional Models

Principles, Computation, and Applications
John Wright
, Columbia University, New York,
Yi Ma
, University of California, Berkeley
Online ISBN: 9781108779302
Online publication date: 11 March 2022

Hardback ISBN: 9781108489737

Hardback publication date: 07 April 2022

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Computer Age Statistical Inference, Student Edition

Algorithms, Evidence, and Data Science
Bradley Efron
, Stanford University, California,
Trevor Hastie
, Stanford University, California
Online ISBN: 9781108914062
Online publication date: 26 October 2021

Paperback ISBN: 9781108823418

Paperback publication date: 17 June 2021

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Essentials of Pattern Recognition

An Accessible Approach
Jianxin Wu
, Nanjing University, China
Online ISBN: 9781108650212
Online publication date: 08 December 2020

Hardback ISBN: 9781108483469

Hardback publication date: 17 December 2020

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Mathematics for Machine Learning

Marc Peter Deisenroth
, University College London,
A. Aldo Faisal
, Imperial College London,
Cheng Soon Ong
, Data61, CSIRO
Online ISBN: 9781108679930
Online publication date: 20 February 2020

Hardback ISBN: 9781108470049

Hardback publication date: 23 April 2020

Paperback ISBN: 9781108455145

Paperback publication date: 23 April 2020

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Linear Algebra for Data Science, Machine Learning, and Signal Processing

Jeffrey A. Fessler
, University of Michigan, Ann Arbor,
Raj Rao Nadakuditi
, University of Michigan, Ann Arbor
Coming soon
Online ISBN: 9781009418164
Expected online publication date: June 2024

Hardback ISBN: 9781009418140

Expected Hardback publication date: 11 July 2024

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Machine Learning with Python

Principles and Practical Techniques
Parteek Bhatia
, Thapar University, India
Coming soon
Online ISBN: 9781009170239
Expected online publication date: June 2024

Paperback ISBN: 9781009170246

Expected Paperback publication date: 31 October 2024

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Machine Learning

A First Course for Engineers and Scientists
Andreas Lindholm
, Annotell, Sweden,
Niklas Wahlström
, Uppsala Universitet, Sweden,
Fredrik Lindsten
, Linköpings Universitet, Sweden,
Thomas B. Schön
, Uppsala Universitet, Sweden
Online ISBN: 9781108919371
Online publication date: 27 May 2022

Hardback ISBN: 9781108843607

Hardback publication date: 02 June 2022

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Bayesian Reasoning and Machine Learning

David Barber
, University College London
Online ISBN: 9780511804779
Online publication date: 05 June 2012

Hardback ISBN: 9780521518147

Hardback publication date: 12 March 2012

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Machine Learning Refined

Foundations, Algorithms, and Applications
2nd edition
Jeremy Watt
, Northwestern University, Illinois,
Reza Borhani
, Northwestern University, Illinois,
Aggelos K. Katsaggelos
, Northwestern University, Illinois
Online ISBN: 9781108690935
Online publication date: 05 February 2020

Hardback ISBN: 9781108480727

Hardback publication date: 12 March 2020

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A Hands-On Introduction to Machine Learning

Chirag Shah
, University of Washington
Online ISBN: 9781009122092
Online publication date: 20 January 2023

Hardback ISBN: 9781009123303

Hardback publication date: 12 January 2023

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Machine Learning for Engineers

Osvaldo Simeone
, King's College London
Online ISBN: 9781009072205
Online publication date: 25 January 2023

Hardback ISBN: 9781316512821

Hardback publication date: 03 November 2022

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