Veri Bilimi Alanında Ücretsiz Kitaplar
Bilimsel yayın hizmeti sağlayan lider yayınevlerinden biri olan Springer, geçtiğimiz günlerde karantina boyunca çeşitli konularda yer alan 409 bilimsel kitabı ücretsiz erişim sağlanabileceğini duyurdu. Toplamda 408 kitabın bulunduğu listede Davranış bilimleri, Ekonomi, Sağlık, Enerji, Felsefe, Fizik, Bilgisayar bilimleri gibi pek çok alanda bilimsel yayınlara erişim mümkün hale gelmiştir.
Bu yazımda sizlere ücretsiz erişime açık olan veri bilimi , makine öğrenmesi , derin öğrenme , robotik, programlama, matematik ve istatistik gibi konuları içeren ve sizler için yararlı olacağını düşündüğüm 75 kitabın bir listesini oluşturdum. Keyifli Öğrenmeler.
Robotik Alanındaki Kitaplar
Robotics
https://link.springer.com/book/10.1007%2F978-1-84628-642-1
Fundamentals of Robotic Mechanical Systems
http://link.springer.com/openurl?genre=book&isbn=978-3-319-01851-5
Robotics, Vision and Control
Matematik ve İstatistik Alanındaki Kitaplar
The Elements of Statistical Learning
http://link.springer.com/openurl?genre=book&isbn=978-0-387-84858-7
All of Statistics
http://link.springer.com/openurl?genre=book&isbn=978-0-387-21736-9
Discrete Mathematics
http://link.springer.com/openurl?genre=book&isbn=978-0-387-21777-2
Introduction to Partial Differential Equations
http://link.springer.com/openurl?genre=book&isbn=978-3-319-48936-0
A Modern Introduction to Probability and Statistics
http://link.springer.com/openurl?genre=book&isbn=978-1-84628-168-6
An Introduction to Statistical Learning
http://link.springer.com/openurl?genre=book&isbn=978-1-4614-7138-7
Introduction to Statistics and Data Analysis
http://link.springer.com/openurl?genre=book&isbn=978-3-319-46162-5
Applied Multivariate Statistical Analysis
http://link.springer.com/openurl?genre=book&isbn=978-3-662-45171-7
Probability
http://link.springer.com/openurl?genre=book&isbn=978-1-4612-4374-8
Modeling Life
http://link.springer.com/openurl?genre=book&isbn=978-3-319-59731-7
Statistical Analysis and Data Display
http://link.springer.com/openurl?genre=book&isbn=978-1-4939-2122-5
Linear Algebra
http://link.springer.com/openurl?genre=book&isbn=978-3-319-24346-7
Applied Linear Algebra
http://link.springer.com/openurl?genre=book&isbn=978-3-319-91041-3
Algebra
http://link.springer.com/openurl?genre=book&isbn=978-1-4613-0041-0
Calculus With Applications
http://link.springer.com/openurl?genre=book&isbn=978-1-4614-7946-8
Computational Geometry
http://link.springer.com/openurl?genre=book&isbn=978-3-540-77974-2
Guide to Discrete Mathematics
http://link.springer.com/openurl?genre=book&isbn=978-3-319-44561-8
Regression Modeling Strategies
http://link.springer.com/openurl?genre=book&isbn=978-3-319-19425-7
Applied Predictive Modeling
http://link.springer.com/openurl?genre=book&isbn=978-1-4614-6849-3
Applied Partial Differential Equations
http://link.springer.com/openurl?genre=book&isbn=978-3-319-12493-3
Methods of Mathematical Modelling
http://link.springer.com/openurl?genre=book&isbn=978-3-319-23042-9
Time Series Analysis
http://link.springer.com/openurl?genre=book&isbn=978-0-387-75959-3
Elementary Analysis
http://link.springer.com/openurl?genre=book&isbn=978-1-4614-6271-2
Understanding Analysis
http://link.springer.com/openurl?genre=book&isbn=978-1-4939-2712-8
Ordinary Differential Equations
http://link.springer.com/openurl?genre=book&isbn=978-1-4614-3618-8
Statistics and Data Analysis for Financial Engineering
http://link.springer.com/openurl?genre=book&isbn=978-1-4939-2614-5
Stochastic Processes and Calculus
http://link.springer.com/openurl?genre=book&isbn=978-3-319-23428-1
Statistical Analysis of Clinical Data on a Pocket Calculator
http://link.springer.com/openurl?genre=book&isbn=978-94-007-1211-9
Multivariate Calculus and Geometry
http://link.springer.com/openurl?genre=book&isbn=978-1-4471-6419-7
Statistics and Analysis of Scientific Data
http://link.springer.com/openurl?genre=book&isbn=978-1-4939-6572-4
Linear Algebra Done Right
http://link.springer.com/openurl?genre=book&isbn=978-3-319-11080-6
Programlama Alanındaki Kitaplar
R Programlama Dili :
A Beginner’s Guide to R
http://link.springer.com/openurl?genre=book&isbn=978-0-387-93837-0
Understanding Statistics Using R
http://link.springer.com/openurl?genre=book&isbn=978-1-4614-6227-9
Bayesian Essentials with R
http://link.springer.com/openurl?genre=book&isbn=978-1-4614-8687-9
Introductory Statistics with R
http://link.springer.com/openurl?genre=book&isbn=978-0-387-79054-1
Introductory Time Series with R
http://link.springer.com/openurl?genre=book&isbn=978-0-387-88698-5
Python Programlama Dili :
A Beginners Guide to Python 3 Programming
http://link.springer.com/openurl?genre=book&isbn=978-3-030-20290-3
Advanced Guide to Python 3 Programming
http://link.springer.com/openurl?genre=book&isbn=978-3-030-25943-3
A Primer on Scientific Programming with Python
http://link.springer.com/openurl?genre=book&isbn=978-3-662-49887-3
The Python Workbook
http://link.springer.com/openurl?genre=book&isbn=978-3-319-14240-1
Data Structures and Algorithms with Python
http://link.springer.com/openurl?genre=book&isbn=978-3-319-13072-9
Python Programming Fundamentals
http://link.springer.com/openurl?genre=book&isbn=978-1-4471-6642-9
Python For ArcGIS
http://link.springer.com/openurl?genre=book&isbn=978-3-319-18398-5
Java Programlama Dili :
Fundamentals of Java Programming
http://link.springer.com/openurl?genre=book&isbn=978-3-319-89491-1
Java in Two Semesters
http://link.springer.com/openurl?genre=book&isbn=978-3-319-99420-8
Derin Öğrenme Alanındaki Kitaplar
Introduction to Deep Learning
http://link.springer.com/openurl?genre=book&isbn=978-3-319-73004-2
Neural Networks and Deep Learning
http://link.springer.com/openurl?genre=book&isbn=978-3-319-94463-0
Makine Öğrenmesi Alanındaki Kitaplar :
An Introduction to Machine Learning
http://link.springer.com/openurl?genre=book&isbn=978-3-319-63913-0
Machine Learning in Medicine — a Complete Overview
http://link.springer.com/openurl?genre=book&isbn=978-3-319-15195-3
Veri Bilimi Alanındaki Kitaplar :
The Data Science Design Manual
http://link.springer.com/openurl?genre=book&isbn=978-3-319-55444-0
Introduction to Data Science
http://link.springer.com/openurl?genre=book&isbn=978-3-319-50017-1
Data Science and Predictive Analytics
http://link.springer.com/openurl?genre=book&isbn=978-3-319-72347-1
Bonus Kitaplar :
Introduction to Artificial Intelligence
http://link.springer.com/openurl?genre=book&isbn=978-3-319-58487-4
Data Analysis
http://link.springer.com/openurl?genre=book&isbn=978-3-319-03762-2
Essentials of Business Analytics
https://link.springer.com/book/10.1007%2F978-3-319-68837-4
Excel Data Analysis
http://link.springer.com/openurl?genre=book&isbn=978-3-030-01279-3
Analysis for Computer Scientists
http://link.springer.com/openurl?genre=book&isbn=978-3-319-91155-7
Principles of Data Mining
http://link.springer.com/openurl?genre=book&isbn=978-1-4471-7307-6
Data Mining
http://link.springer.com/openurl?genre=book&isbn=978-3-319-14142-8
Intuitive Probability and Random Processes using MATLAB
http://link.springer.com/openurl?genre=book&isbn=978-0-387-24158-6
Introduction to Evolutionary Computing
http://link.springer.com/openurl?genre=book&isbn=978-3-662-44874-8
Linear and Nonlinear Programming
http://link.springer.com/openurl?genre=book&isbn=978-3-319-18842-3
LaTeX in 24 Hours
http://link.springer.com/openurl?genre=book&isbn=978-3-319-47831-9
Computer Vision
http://link.springer.com/openurl?genre=book&isbn=978-1-84882-935-0
Clinical Data Analysis on a Pocket Calculator
http://link.springer.com/openurl?genre=book&isbn=978-3-319-27104-0
Introduction to Time Series and Forecasting
http://link.springer.com/openurl?genre=book&isbn=978-3-319-29854-2
Modelling Computing Systems
http://link.springer.com/openurl?genre=book&isbn=978-1-84800-322-4
Search Methodologies
http://link.springer.com/openurl?genre=book&isbn=978-1-4614-6940-7
Foundations of Programming Languages
http://link.springer.com/openurl?genre=book&isbn=978-3-319-70790-7
Cryptography Made Simple
http://link.springer.com/openurl?genre=book&isbn=978-3-319-21936-3
Understanding Cryptography
http://link.springer.com/openurl?genre=book&isbn=978-3-642-04101-3
Recommender Systems
https://link.springer.com/book/10.1007%2F978-3-319-29659-3
Kaynaklar:
Listenin tamamını indirmek için : Springer-Free-Books
