These are the Computer Science and Mathematics books provided by Springer. This only for educational purpose. To download all of the provided Springer books you may follow scripts to download here. This includes 400+ pdfs and epubs of about 14 GB and you can also download specific books.
Download Directly in pdf format.
- Elements of Statistical Learning
- All of Statistics
- Applied Predictive Modelling
- Data Mining
- Neural Networks and Deep Learning
- An Introduction to Machine Learning
- Introduction to Artificial Intelligence
- Introduction to Deep Learning
- The Python Workbook
- Recommender Systems
- Python Programming Fundamentals
- Object-Oriented Analysis, Design and Implementation
- Introduction to Data Science
- Concise Guide to Databases
- Digital Image Processing
- Probability and Statistics for Computer Science
- Guide to Competitive Programming
- Guide to Scientific Computing
- Data Science and Predictive Analytics
- Introduction to Parallel Computing
- A Beginners Guide to Python 3 Programming
- Advanced Guide to Python 3 Programming
- LaTeX in 24 Hours
- The Data Science Design Manual
- The Algorithm Design Manual
- Discrete Mathematics
- Numerical Optimization
- Probability Theory
- Probability Theory
- Applied Linear Algebra
- Time Series Analysis
- Introduction to Partial Differential Equations
- Introduction to Partial Differential Equations
- Methods of Mathematical Modelling
- Introduction to Statistics and Data Analysis
- Quantum Theory for Mathematicians
- Applied Multivariate Statistical Analysis
- Calculus With Applications
- Probability
- Statistical Analysis and Data Display
- Statistics and Data Analysis for Financial Engineering
- Differential Equations and Their Applications
- Partial Differential Equations
- Bayesian and Frequentist Regression Methods
- Introduction to Time Series and Forecasting
- Multivariate Calculus and Geometry
- Linear Algebra
- Algebra
- Understanding Analysis
- Complex Analysis
- https://group.springernature.com/gp/group/media/press-releases/freely-accessible-textbook-initiative-for-educators-and-students/17858180
- https://www.springernature.com/gp/librarians/news-events/all-news-articles/industry-news-initiatives/free-access-to-textbooks-for-institutions-affected-by-coronaviru/17855960
- https://resource-cms.springernature.com/springer-cms/rest/v1/content/17858272/data/
Thanks to Springer for providing the free access to books during COVID-19 pandemic.