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Springer has released 65 Machine Learning and Data books for free
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.
The 65 books list:
The Elements of Statistical Learning
Trevor Hastie, Robert Tibshirani, Jerome Friedman
http://link.springer.com/openurl?genre=book&isb...
Introductory Time Series with R
Paul S.P. Cowpertwait, Andrew V. Metcalfe
http://link.springer.com/openurl?genre=book&isb...
A Beginner’s Guide to R
Alain Zuur, Elena N. Ieno, Erik Meesters
http://link.springer.com/openurl?genre=book&isb...
Introduction to Evolutionary Computing
A.E. Eiben, J.E. Smith
http://link.springer.com/openurl?genre=book&isb...
Data Analysis
Siegmund Brandt
http://link.springer.com/openurl?genre=book&isb...
Linear and Nonlinear Programming
David G. Luenberger, Yinyu Ye
http://link.springer.com/openurl?genre=book&isb...
Introduction to Partial Differential Equations
David Borthwick
http://link.springer.com/openurl?genre=book&isb...
Fundamentals of Robotic Mechanical Systems
Jorge Angeles
http://link.springer.com/openurl?genre=book&isb...
Data Structures and Algorithms with Python
Kent D. Lee, Steve Hubbard
http://link.springer.com/openurl?genre=book&isb...
Introduction to Partial Differential Equations
Peter J. Olver
http://link.springer.com/openurl?genre=book&isb...
Methods of Mathematical Modelling
Thomas Witelski, Mark Bowen
http://link.springer.com/openurl?genre=book&isb...
LaTeX in 24 Hours
Dilip Datta
http://link.springer.com/openurl?genre=book&isb...
Introduction to Statistics and Data Analysis
Christian Heumann, Michael Schomaker, Shalabh
http://link.springer.com/openurl?genre=book&isb...
Principles of Data Mining
Max Bramer
http://link.springer.com/openurl?genre=book&isb...
Computer Vision
Richard Szeliski
http://link.springer.com/openurl?genre=book&isb...
Data Mining
Charu C. Aggarwal
http://link.springer.com/openurl?genre=book&isb...
Computational Geometry
Mark de Berg, Otfried Cheong, Marc van Kreveld, Mark Overmars
http://link.springer.com/openurl?genre=book&isb...
Robotics, Vision and Control
Peter Corke
http://link.springer.com/openurl?genre=book&isb...
Statistical Analysis and Data Display
Richard M. Heiberger, Burt Holland
http://link.springer.com/openurl?genre=book&isb...
Statistics and Data Analysis for Financial Engineering
David Ruppert, David S. Matteson
http://link.springer.com/openurl?genre=book&isb...
Stochastic Processes and Calculus
Uwe Hassler
http://link.springer.com/openurl?genre=book&isb...
Statistical Analysis of Clinical Data on a Pocket Calculator
Ton J. Cleophas, Aeilko H. Zwinderman
http://link.springer.com/openurl?genre=book&isb...
Clinical Data Analysis on a Pocket Calculator
Ton J. Cleophas, Aeilko H. Zwinderman
http://link.springer.com/openurl?genre=book&isb...
The Data Science Design Manual
Steven S. Skiena
http://link.springer.com/openurl?genre=book&isb...
An Introduction to Machine Learning
Miroslav Kubat
http://link.springer.com/openurl?genre=book&isb...
Guide to Discrete Mathematics
Gerard O’Regan
http://link.springer.com/openurl?genre=book&isb...
Introduction to Time Series and Forecasting
Peter J. Brockwell, Richard A. Davis
http://link.springer.com/openurl?genre=book&isb...
Multivariate Calculus and Geometry
Seán Dineen
http://link.springer.com/openurl?genre=book&isb...
Statistics and Analysis of Scientific Data
Massimiliano Bonamente
http://link.springer.com/openurl?genre=book&isb...
Modelling Computing Systems
Faron Moller, Georg Struth
http://link.springer.com/openurl?genre=book&isb...
Search Methodologies
Edmund K. Burke, Graham Kendall
http://link.springer.com/openurl?genre=book&isb...
Linear Algebra Done Right
Sheldon Axler
http://link.springer.com/openurl?genre=book&isb...
Linear Algebra
Jörg Liesen, Volker Mehrmann
http://link.springer.com/openurl?genre=book&isb...
Algebra
Serge Lang
http://link.springer.com/openurl?genre=book&isb...
Understanding Analysis
Stephen Abbott
http://link.springer.com/openurl?genre=book&isb...
Linear Programming
Robert J Vanderbei
http://link.springer.com/openurl?genre=book&isb...
Understanding Statistics Using R
Randall Schumacker, Sara Tomek
http://link.springer.com/openurl?genre=book&isb...
An Introduction to Statistical Learning
Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani
http://link.springer.com/openurl?genre=book&isb...
Statistical Learning from a Regression Perspective
Richard A. Berk
http://link.springer.com/openurl?genre=book&isb...
Applied Partial Differential Equations
J. David Logan
http://link.springer.com/openurl?genre=book&isb...
Robotics
Bruno Siciliano, Lorenzo Sciavicco, Luigi Villani, Giuseppe Oriolo
http://link.springer.com/openurl?genre=book&isb...
Regression Modeling Strategies
Frank E. Harrell , Jr.
http://link.springer.com/openurl?genre=book&isb...
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&isb...
The Python Workbook
Ben Stephenson
http://link.springer.com/openurl?genre=book&isb...
Machine Learning in Medicine — a Complete Overview
Ton J. Cleophas, Aeilko H. Zwinderman
http://link.springer.com/openurl?genre=book&isb...
Object-Oriented Analysis, Design and Implementation
Brahma Dathan, Sarnath Ramnath
http://link.springer.com/openurl?genre=book&isb...
Introduction to Data Science
Laura Igual, Santi Seguí
http://link.springer.com/openurl?genre=book&isb...
Applied Predictive Modeling
Max Kuhn, Kjell Johnson
http://link.springer.com/openurl?genre=book&isb...
Python For ArcGIS
Laura Tateosian
http://link.springer.com/openurl?genre=book&isb...
Concise Guide to Databases
Peter Lake, Paul Crowther
http://link.springer.com/openurl?genre=book&isb...
Digital Image Processing
Wilhelm Burger, Mark J. Burge
http://link.springer.com/openurl?genre=book&isb...
Bayesian Essentials with R
Jean-Michel Marin, Christian P. Robert
http://link.springer.com/openurl?genre=book&isb...
Robotics, Vision and Control
Peter Corke
http://link.springer.com/openurl?genre=book&isb...
Foundations of Programming Languages
Kent D. Lee
http://link.springer.com/openurl?genre=book&isb...
Introduction to Artificial Intelligence
Wolfgang Ertel
http://link.springer.com/openurl?genre=book&isb...
Introduction to Deep Learning
Sandro Skansi
http://link.springer.com/openurl?genre=book&isb...
Linear Algebra and Analytic Geometry for Physical Sciences
Giovanni Landi, Alessandro Zampini
http://link.springer.com/openurl?genre=book&isb...
Applied Linear Algebra
Peter J. Olver, Chehrzad Shakiban
http://link.springer.com/openurl?genre=book&isb...
Neural Networks and Deep Learning
Charu C. Aggarwal
http://link.springer.com/openurl?genre=book&isb...
Data Science and Predictive Analytics
Ivo D. Dinov
http://link.springer.com/openurl?genre=book&isb...
Analysis for Computer Scientists
Michael Oberguggenberger, Alexander Ostermann
http://link.springer.com/openurl?genre=book&isb...
Excel Data Analysis
Hector Guerrero
http://link.springer.com/openurl?genre=book&isb...
A Beginners Guide to Python 3 Programming
John Hunt
http://link.springer.com/openurl?genre=book&isb...
Advanced Guide to Python 3 Programming
John Hunt
http://link.springer.com/openurl?genre=book&isb...