Difference between revisions of "Springer has released 65 Machine Learning and Data Books for Free"

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| http://link.springer.com/openurl?genre=book&isbn=978-3-319-29854-2
 
| http://link.springer.com/openurl?genre=book&isbn=978-3-319-29854-2
 
|-
 
|-
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| 27
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| 28
 
| Introduction to Time Series and Forecasting
 
| Introduction to Time Series and Forecasting
 
| Peter J. Brockwell, Richard A. Davis
 
| Peter J. Brockwell, Richard A. Davis
 
| http://link.springer.com/openurl?genre=book&isbn=978-3-319-29854-2
 
| http://link.springer.com/openurl?genre=book&isbn=978-3-319-29854-2
 
|-
 
|-
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| 28
+
| 29
 
| Multivariate Calculus and Geometry
 
| Multivariate Calculus and Geometry
 
| Seán Dineen
 
| Seán Dineen
 
| http://link.springer.com/openurl?genre=book&isbn=978-1-4471-6419-7
 
| http://link.springer.com/openurl?genre=book&isbn=978-1-4471-6419-7
 
|-
 
|-
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| 29
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| 30
 
| Statistics and Analysis of Scientific Data
 
| Statistics and Analysis of Scientific Data
 
| Massimiliano Bonamente
 
| Massimiliano Bonamente
 
| http://link.springer.com/openurl?genre=book&isbn=978-1-4939-6572-4
 
| http://link.springer.com/openurl?genre=book&isbn=978-1-4939-6572-4
 
|-
 
|-
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| 30
+
| 31
 
| Modelling Computing Systems
 
| Modelling Computing Systems
 
| Faron Moller, Georg Struth
 
| Faron Moller, Georg Struth
 
| http://link.springer.com/openurl?genre=book&isbn=978-1-84800-322-4
 
| http://link.springer.com/openurl?genre=book&isbn=978-1-84800-322-4
 
|-
 
|-
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| 31
+
| 32
 
| Search Methodologies
 
| Search Methodologies
 
| Edmund K. Burke, Graham Kendall
 
| Edmund K. Burke, Graham Kendall
 
| http://link.springer.com/openurl?genre=book&isbn=978-1-4614-6940-7
 
| http://link.springer.com/openurl?genre=book&isbn=978-1-4614-6940-7
 
|-
 
|-
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| 32
+
| 33
 
| Linear Algebra Done Right
 
| Linear Algebra Done Right
 
| Sheldon Axler
 
| Sheldon Axler
 
| http://link.springer.com/openurl?genre=book&isbn=978-3-319-11080-6
 
| http://link.springer.com/openurl?genre=book&isbn=978-3-319-11080-6
 
|-
 
|-
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| 33
+
| 34
 
| Linear Algebra
 
| Linear Algebra
 
| Jörg Liesen, Volker Mehrmann
 
| Jörg Liesen, Volker Mehrmann
 
| http://link.springer.com/openurl?genre=book&isbn=978-3-319-24346-7
 
| http://link.springer.com/openurl?genre=book&isbn=978-3-319-24346-7
 
|-
 
|-
−
| 34
+
| 35
 
| Algebra
 
| Algebra
 
| Serge Lang
 
| Serge Lang
 
| http://link.springer.com/openurl?genre=book&isbn=978-1-4613-0041-0
 
| http://link.springer.com/openurl?genre=book&isbn=978-1-4613-0041-0
 
|-
 
|-
−
| 35
+
| 36
 
| Understanding Analysis
 
| Understanding Analysis
 
| Stephen Abbott
 
| Stephen Abbott
 
| http://link.springer.com/openurl?genre=book&isbn=978-1-4939-2712-8
 
| http://link.springer.com/openurl?genre=book&isbn=978-1-4939-2712-8
 
|-
 
|-
−
| 36
+
| 37
 
| Linear Programming
 
| Linear Programming
 
| Robert J Vanderbei
 
| Robert J Vanderbei
 
| http://link.springer.com/openurl?genre=book&isbn=978-1-4614-7630-6
 
| http://link.springer.com/openurl?genre=book&isbn=978-1-4614-7630-6
 
|-
 
|-
−
| 37
+
| 38
 
| Understanding Statistics Using R
 
| Understanding Statistics Using R
 
| Randall Schumacker, Sara Tomek
 
| Randall Schumacker, Sara Tomek
 
| http://link.springer.com/openurl?genre=book&isbn=978-1-4614-6227-9
 
| http://link.springer.com/openurl?genre=book&isbn=978-1-4614-6227-9
 
|-
 
|-
−
| 38
+
| 39
 
| An Introduction to Statistical Learning
 
| An Introduction to Statistical Learning
 
| Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani
 
| Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani
 
| http://link.springer.com/openurl?genre=book&isbn=978-1-4614-7138-7
 
| http://link.springer.com/openurl?genre=book&isbn=978-1-4614-7138-7
 
|-
 
|-
−
| 39
+
| 40
 
| Statistical Learning from a Regression Perspective
 
| Statistical Learning from a Regression Perspective
 
| Richard A. Berk
 
| Richard A. Berk
 
| http://link.springer.com/openurl?genre=book&isbn=978-3-319-44048-4
 
| http://link.springer.com/openurl?genre=book&isbn=978-3-319-44048-4
 
|-
 
|-
−
| 40
+
| 41
 
| Applied Partial Differential Equations
 
| Applied Partial Differential Equations
 
| J. David Logan
 
| J. David Logan
 
| http://link.springer.com/openurl?genre=book&isbn=978-3-319-12493-3
 
| http://link.springer.com/openurl?genre=book&isbn=978-3-319-12493-3
 
|-
 
|-
−
| 41
+
| 42
 
| Robotics
 
| Robotics
 
| Bruno Siciliano, Lorenzo Sciavicco, Luigi Villani, Giuseppe Oriolo
 
| Bruno Siciliano, Lorenzo Sciavicco, Luigi Villani, Giuseppe Oriolo
 
| http://link.springer.com/openurl?genre=book&isbn=978-1-84628-642-1
 
| http://link.springer.com/openurl?genre=book&isbn=978-1-84628-642-1
 
|-
 
|-
−
| 42
+
| 43
 
| Regression Modeling Strategies
 
| Regression Modeling Strategies
 
| Frank E. Harrell , Jr.
 
| Frank E. Harrell , Jr.
 
| http://link.springer.com/openurl?genre=book&isbn=978-3-319-19425-7
 
| http://link.springer.com/openurl?genre=book&isbn=978-3-319-19425-7
 
|-
 
|-
−
| 43
+
| 44
 
| A Modern Introduction to Probability and Statistics
 
| A Modern Introduction to Probability and Statistics
 
| F.M. Dekking, C. Kraaikamp, H.P. Lopuhaä, L.E. Meester
 
| F.M. Dekking, C. Kraaikamp, H.P. Lopuhaä, L.E. Meester
 
| http://link.springer.com/openurl?genre=book&isbn=978-1-84628-168-6
 
| http://link.springer.com/openurl?genre=book&isbn=978-1-84628-168-6
 
|-
 
|-
−
| 44
+
| 45
 
| The Python Workbook
 
| The Python Workbook
 
| Ben Stephenson
 
| Ben Stephenson
 
| http://link.springer.com/openurl?genre=book&isbn=978-3-319-14240-1
 
| http://link.springer.com/openurl?genre=book&isbn=978-3-319-14240-1
 
|-
 
|-
−
| 45
+
| 46
 
| Machine Learning in Medicine — a Complete Overview
 
| Machine Learning in Medicine — a Complete Overview
 
| Ton J. Cleophas, Aeilko H. Zwinderman
 
| Ton J. Cleophas, Aeilko H. Zwinderman
 
| http://link.springer.com/openurl?genre=book&isbn=978-3-319-15195-3
 
| http://link.springer.com/openurl?genre=book&isbn=978-3-319-15195-3
 
|-
 
|-
−
| 46
+
| 47
 
| Object-Oriented Analysis, Design and Implementation
 
| Object-Oriented Analysis, Design and Implementation
 
| Brahma Dathan, Sarnath Ramnath
 
| Brahma Dathan, Sarnath Ramnath
 
| http://link.springer.com/openurl?genre=book&isbn=978-3-319-24280-4
 
| http://link.springer.com/openurl?genre=book&isbn=978-3-319-24280-4
 
|-
 
|-
−
| 47
+
| 48
 
| Introduction to Data Science
 
| Introduction to Data Science
 
| Laura Igual, Santi Seguí
 
| Laura Igual, Santi Seguí
 
| http://link.springer.com/openurl?genre=book&isbn=978-3-319-50017-1
 
| http://link.springer.com/openurl?genre=book&isbn=978-3-319-50017-1
 
|-
 
|-
−
| 48
+
| 49
 
| Applied Predictive Modeling
 
| Applied Predictive Modeling
 
| Max Kuhn, Kjell Johnson
 
| Max Kuhn, Kjell Johnson
 
| http://link.springer.com/openurl?genre=book&isbn=978-1-4614-6849-3
 
| http://link.springer.com/openurl?genre=book&isbn=978-1-4614-6849-3
 
|-
 
|-
−
| 49
+
| 50
 
| Python For ArcGIS
 
| Python For ArcGIS
 
| Laura Tateosian
 
| Laura Tateosian
 
| http://link.springer.com/openurl?genre=book&isbn=978-3-319-18398-5
 
| http://link.springer.com/openurl?genre=book&isbn=978-3-319-18398-5
 
|-
 
|-
−
| 50
+
| 51
 
| Concise Guide to Databases
 
| Concise Guide to Databases
 
| Peter Lake, Paul Crowther
 
| Peter Lake, Paul Crowther
 
| http://link.springer.com/openurl?genre=book&isbn=978-1-4471-5601-7
 
| http://link.springer.com/openurl?genre=book&isbn=978-1-4471-5601-7
 
|-
 
|-
−
| 51
+
| 52
 
| Digital Image Processing
 
| Digital Image Processing
 
| Wilhelm Burger, Mark J. Burge
 
| Wilhelm Burger, Mark J. Burge
 
| http://link.springer.com/openurl?genre=book&isbn=978-1-4471-6684-9
 
| http://link.springer.com/openurl?genre=book&isbn=978-1-4471-6684-9
 
|-
 
|-
−
| 52
+
| 53
 
| Bayesian Essentials with R
 
| Bayesian Essentials with R
 
| Jean-Michel Marin, Christian P. Robert
 
| Jean-Michel Marin, Christian P. Robert
 
| http://link.springer.com/openurl?genre=book&isbn=978-1-4614-8687-9
 
| http://link.springer.com/openurl?genre=book&isbn=978-1-4614-8687-9
 
|-
 
|-
−
| 53
+
| 54
 
| Robotics, Vision and Control
 
| Robotics, Vision and Control
 
| Peter Corke
 
| Peter Corke
 
| http://link.springer.com/openurl?genre=book&isbn=978-3-642-20144-8
 
| http://link.springer.com/openurl?genre=book&isbn=978-3-642-20144-8
 
|-
 
|-
−
| 54
+
| 55
 
| Foundations of Programming Languages
 
| Foundations of Programming Languages
 
| Kent D. Lee
 
| Kent D. Lee
 
| http://link.springer.com/openurl?genre=book&isbn=978-3-319-70790-7
 
| http://link.springer.com/openurl?genre=book&isbn=978-3-319-70790-7
 
|-
 
|-
−
| 55
+
| 56
 
| Introduction to Artificial Intelligence
 
| Introduction to Artificial Intelligence
 
| Wolfgang Ertel
 
| Wolfgang Ertel
 
| http://link.springer.com/openurl?genre=book&isbn=978-3-319-58487-4
 
| http://link.springer.com/openurl?genre=book&isbn=978-3-319-58487-4
 +
|-
 +
| 57
 +
| Introduction to Deep Learning
 +
| Sandro Skansi
 +
| http://link.springer.com/openurl?genre=book&isbn=978-3-319-73004-2
 +
|-
 +
| 58
 +
| Linear Algebra and Analytic Geometry for Physical Sciences
 +
| Giovanni Landi, Alessandro Zampini
 +
| http://link.springer.com/openurl?genre=book&isbn=978-3-319-78361-1
 +
|-
 +
| 59
 +
| Applied Linear Algebra
 +
| Peter J. Olver, Chehrzad Shakiban
 +
| http://link.springer.com/openurl?genre=book&isbn=978-3-319-91041-3
 +
|-
 +
| 60
 +
| Neural Networks and Deep Learning
 +
| Charu C. Aggarwal
 +
| http://link.springer.com/openurl?genre=book&isbn=978-3-319-94463-0
 +
|-
 +
| 61
 +
| Data Science and Predictive Analytics
 +
| Ivo D. Dinov
 +
| http://link.springer.com/openurl?genre=book&isbn=978-3-319-72347-1
 +
|-
 +
| 62
 +
| Analysis for Computer Scientists
 +
| Michael Oberguggenberger, Alexander Ostermann
 +
| http://link.springer.com/openurl?genre=book&isbn=978-3-319-91155-7
 +
|-
 +
| 63
 +
| Excel Data Analysis
 +
| Hector Guerrero
 +
| http://link.springer.com/openurl?genre=book&isbn=978-3-030-01279-3
 +
|-
 +
| 64
 +
| A Beginners Guide to Python 3 Programming
 +
| John Hunt
 +
| http://link.springer.com/openurl?genre=book&isbn=978-3-030-20290-3
 +
|-
 +
| 65
 +
| Advanced Guide to Python 3 Programming
 +
| John Hunt
 +
| http://link.springer.com/openurl?genre=book&isbn=978-3-030-25943-3
 
|}
 
|}
  

Latest revision as of 11:51, 1 May 2020

Hundreds of books are now free to download Springer has released hundreds of free books on a wide range of topics to the general public. The list, which includes 408 books in total, covers a wide range of scientific and technological topics. In order to save you some time, I have created one list of all the books (65 in number) that are relevant to the data and Machine Learning field.

Among the books, you will find those dealing with the mathematical side of the domain (Algebra, Statistics, and more), along with more advanced books on Deep Learning and other advanced topics. You also could find some good books in various programming languages such as Python, R, and MATLAB, etc.

S. No. Book Title Author Open URL
1 The Elements of Statistical Learning Trevor Hastie, Robert Tibshirani, Jerome Friedman http://link.springer.com/openurl?genre=book&isbn=978-0-387-84858-7
2 Introductory Time Series with R Paul S.P. Cowpertwait, Andrew V. Metcalfe http://link.springer.com/openurl?genre=book&isbn=978-0-387-88698-5
3 A Beginner’s Guide to R Alain Zuur, Elena N. Ieno, Erik Meesters http://link.springer.com/openurl?genre=book&isbn=978-0-387-93837-0
4 Introduction to Evolutionary Computing A.E. Eiben, J.E. Smith http://link.springer.com/openurl?genre=book&isbn=978-3-662-44874-8
5 Data Analysis Siegmund Brandt http://link.springer.com/openurl?genre=book&isbn=978-3-319-03762-2
6 Linear and Nonlinear Programming David G. Luenberger, Yinyu Ye http://link.springer.com/openurl?genre=book&isbn=978-3-319-18842-3
7 Introduction to Partial Differential Equations David Borthwick http://link.springer.com/openurl?genre=book&isbn=978-3-319-48936-0
8 Fundamentals of Robotic Mechanical Systems Jorge Angeles http://link.springer.com/openurl?genre=book&isbn=978-3-319-01851-5
9 Data Structures and Algorithms with Python Kent D. Lee, Steve Hubbard http://link.springer.com/openurl?genre=book&isbn=978-3-319-13072-9
10 Introduction to Partial Differential Equations Peter J. Olver http://link.springer.com/openurl?genre=book&isbn=978-3-319-02099-0
11 Methods of Mathematical Modelling Thomas Witelski, Mark Bowen http://link.springer.com/openurl?genre=book&isbn=978-3-319-23042-9
12 LaTeX in 24 Hours Dilip Datta http://link.springer.com/openurl?genre=book&isbn=978-3-319-47831-9
13 Introduction to Statistics and Data Analysis Christian Heumann, Michael Schomaker, Shalabh http://link.springer.com/openurl?genre=book&isbn=978-3-319-46162-5
14 Principles of Data Mining Max Bramer http://link.springer.com/openurl?genre=book&isbn=978-1-4471-7307-6
15 Computer Vision Richard Szeliski http://link.springer.com/openurl?genre=book&isbn=978-1-84882-935-0
16 Data Mining Charu C. Aggarwal http://link.springer.com/openurl?genre=book&isbn=978-3-319-14142-8
17 Computational Geometry Mark de Berg, Otfried Cheong, Marc van Kreveld, Mark Overmars http://link.springer.com/openurl?genre=book&isbn=978-3-540-77974-2
18 Robotics, Vision and Control Peter Corke http://link.springer.com/openurl?genre=book&isbn=978-3-319-54413-7
19 Statistical Analysis and Data Display Richard M. Heiberger, Burt Holland http://link.springer.com/openurl?genre=book&isbn=978-1-4939-2122-5
20 Statistics and Data Analysis for Financial Engineering David Ruppert, David S. Matteson http://link.springer.com/openurl?genre=book&isbn=978-1-4939-2614-5
21 Stochastic Processes and Calculus Uwe Hassler http://link.springer.com/openurl?genre=book&isbn=978-3-319-23428-1
22 Statistical Analysis of Clinical Data on a Pocket Calculator Ton J. Cleophas, Aeilko H. Zwinderman http://link.springer.com/openurl?genre=book&isbn=978-94-007-1211-9
23 Clinical Data Analysis on a Pocket Calculator Ton J. Cleophas, Aeilko H. Zwinderman http://link.springer.com/openurl?genre=book&isbn=978-3-319-27104-0
24 The Data Science Design Manual Steven S. Skiena http://link.springer.com/openurl?genre=book&isbn=978-3-319-55444-0
25 An Introduction to Machine Learning Miroslav Kubat http://link.springer.com/openurl?genre=book&isbn=978-3-319-63913-0
26 Guide to Discrete Mathematics Gerard O’Regan http://link.springer.com/openurl?genre=book&isbn=978-3-319-44561-8
27 Introduction to Time Series and Forecasting Peter J. Brockwell, Richard A. Davis http://link.springer.com/openurl?genre=book&isbn=978-3-319-29854-2
28 Introduction to Time Series and Forecasting Peter J. Brockwell, Richard A. Davis http://link.springer.com/openurl?genre=book&isbn=978-3-319-29854-2
29 Multivariate Calculus and Geometry Seán Dineen http://link.springer.com/openurl?genre=book&isbn=978-1-4471-6419-7
30 Statistics and Analysis of Scientific Data Massimiliano Bonamente http://link.springer.com/openurl?genre=book&isbn=978-1-4939-6572-4
31 Modelling Computing Systems Faron Moller, Georg Struth http://link.springer.com/openurl?genre=book&isbn=978-1-84800-322-4
32 Search Methodologies Edmund K. Burke, Graham Kendall http://link.springer.com/openurl?genre=book&isbn=978-1-4614-6940-7
33 Linear Algebra Done Right Sheldon Axler http://link.springer.com/openurl?genre=book&isbn=978-3-319-11080-6
34 Linear Algebra Jörg Liesen, Volker Mehrmann http://link.springer.com/openurl?genre=book&isbn=978-3-319-24346-7
35 Algebra Serge Lang http://link.springer.com/openurl?genre=book&isbn=978-1-4613-0041-0
36 Understanding Analysis Stephen Abbott http://link.springer.com/openurl?genre=book&isbn=978-1-4939-2712-8
37 Linear Programming Robert J Vanderbei http://link.springer.com/openurl?genre=book&isbn=978-1-4614-7630-6
38 Understanding Statistics Using R Randall Schumacker, Sara Tomek http://link.springer.com/openurl?genre=book&isbn=978-1-4614-6227-9
39 An Introduction to Statistical Learning Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani http://link.springer.com/openurl?genre=book&isbn=978-1-4614-7138-7
40 Statistical Learning from a Regression Perspective Richard A. Berk http://link.springer.com/openurl?genre=book&isbn=978-3-319-44048-4
41 Applied Partial Differential Equations J. David Logan http://link.springer.com/openurl?genre=book&isbn=978-3-319-12493-3
42 Robotics Bruno Siciliano, Lorenzo Sciavicco, Luigi Villani, Giuseppe Oriolo http://link.springer.com/openurl?genre=book&isbn=978-1-84628-642-1
43 Regression Modeling Strategies Frank E. Harrell , Jr. http://link.springer.com/openurl?genre=book&isbn=978-3-319-19425-7
44 A Modern Introduction to Probability and Statistics F.M. Dekking, C. Kraaikamp, H.P. Lopuhaä, L.E. Meester http://link.springer.com/openurl?genre=book&isbn=978-1-84628-168-6
45 The Python Workbook Ben Stephenson http://link.springer.com/openurl?genre=book&isbn=978-3-319-14240-1
46 Machine Learning in Medicine — a Complete Overview Ton J. Cleophas, Aeilko H. Zwinderman http://link.springer.com/openurl?genre=book&isbn=978-3-319-15195-3
47 Object-Oriented Analysis, Design and Implementation Brahma Dathan, Sarnath Ramnath http://link.springer.com/openurl?genre=book&isbn=978-3-319-24280-4
48 Introduction to Data Science Laura Igual, Santi Seguí http://link.springer.com/openurl?genre=book&isbn=978-3-319-50017-1
49 Applied Predictive Modeling Max Kuhn, Kjell Johnson http://link.springer.com/openurl?genre=book&isbn=978-1-4614-6849-3
50 Python For ArcGIS Laura Tateosian http://link.springer.com/openurl?genre=book&isbn=978-3-319-18398-5
51 Concise Guide to Databases Peter Lake, Paul Crowther http://link.springer.com/openurl?genre=book&isbn=978-1-4471-5601-7
52 Digital Image Processing Wilhelm Burger, Mark J. Burge http://link.springer.com/openurl?genre=book&isbn=978-1-4471-6684-9
53 Bayesian Essentials with R Jean-Michel Marin, Christian P. Robert http://link.springer.com/openurl?genre=book&isbn=978-1-4614-8687-9
54 Robotics, Vision and Control Peter Corke http://link.springer.com/openurl?genre=book&isbn=978-3-642-20144-8
55 Foundations of Programming Languages Kent D. Lee http://link.springer.com/openurl?genre=book&isbn=978-3-319-70790-7
56 Introduction to Artificial Intelligence Wolfgang Ertel http://link.springer.com/openurl?genre=book&isbn=978-3-319-58487-4
57 Introduction to Deep Learning Sandro Skansi http://link.springer.com/openurl?genre=book&isbn=978-3-319-73004-2
58 Linear Algebra and Analytic Geometry for Physical Sciences Giovanni Landi, Alessandro Zampini http://link.springer.com/openurl?genre=book&isbn=978-3-319-78361-1
59 Applied Linear Algebra Peter J. Olver, Chehrzad Shakiban http://link.springer.com/openurl?genre=book&isbn=978-3-319-91041-3
60 Neural Networks and Deep Learning Charu C. Aggarwal http://link.springer.com/openurl?genre=book&isbn=978-3-319-94463-0
61 Data Science and Predictive Analytics Ivo D. Dinov http://link.springer.com/openurl?genre=book&isbn=978-3-319-72347-1
62 Analysis for Computer Scientists Michael Oberguggenberger, Alexander Ostermann http://link.springer.com/openurl?genre=book&isbn=978-3-319-91155-7
63 Excel Data Analysis Hector Guerrero http://link.springer.com/openurl?genre=book&isbn=978-3-030-01279-3
64 A Beginners Guide to Python 3 Programming John Hunt http://link.springer.com/openurl?genre=book&isbn=978-3-030-20290-3
65 Advanced Guide to Python 3 Programming John Hunt http://link.springer.com/openurl?genre=book&isbn=978-3-030-25943-3

link to material: https://towardsdatascience.com/springer-has-released-65-machine-learning-and-data-books-for-free-961f8181f189

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