Top 10 free Springer books for this summer: Computer Vision, Machine Learning and GeoData with Python
Dr. Florent POUX
Founder, Writer, Professor and 3D Innovator. I help Creators build Solutions with 3D and AI
Springer has released hundreds of free books on a wide range of topics to the general public, and this is to salute. 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 curated a list of 10 books that are relevant to Computer Vision, Computer Graphics, Robotics, Machine Learning and Geo-data with Python.
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. I also selected some good books to advance your Python to kick start your brain power this summer ??.
Chapter 1: Computer Vision, Computer Graphics and Robotics
1. Computer Vision
Richard Szeliski
https://link.springer.com/openurl?genre=book&isbn=978-1-84882-935-0
2. Computational Geometry
Mark de Berg, Otfried Cheong, Marc van Kreveld, Mark Overmars
https://link.springer.com/openurl?genre=book&isbn=978-3-540-77974-2
3. Robotics
Bruno Siciliano, Lorenzo Sciavicco, Luigi Villani, Giuseppe Oriolo
https://link.springer.com/openurl?genre=book&isbn=978-1-84628-642-1
Chapter 2: Machine Learning and Artificial Intelligence
4. An Introduction to Machine Learning
Miroslav Kubat
https://link.springer.com/openurl?genre=book&isbn=978-3-319-63913-0
5. Introduction to Artificial Intelligence
Wolfgang Ertel
https://link.springer.com/openurl?genre=book&isbn=978-3-319-58487-4
6. Neural Networks and Deep Learning
Charu C. Aggarwal
https://link.springer.com/openurl?genre=book&isbn=978-3-319-94463-0
Chapter 3: Geo-Data and Python Programming
7. Data Structures and Algorithms with Python
Kent D. Lee, Steve Hubbard
https://link.springer.com/openurl?genre=book&isbn=978-3-319-13072-9
8. The Python Workbook
Ben Stephenson
https://link.springer.com/openurl?genre=book&isbn=978-3-319-14240-1
9. Python For ArcGIS
Laura Tateosian
https://link.springer.com/openurl?genre=book&isbn=978-3-319-18398-5
10. Advanced Guide to Python 3 Programming
John Hunt
https://link.springer.com/openurl?genre=book&isbn=978-3-030-25943-3
Chapter 4: Bonus Articles
If you want some quick reads that will take you between 5 to 20 minutes, here is a list of 5 articles that I wrote the past few months that are good candidate to stimulate new skills ??
Have a great read ???? !!!
Software Engineer
4 年Very nice?????? Thank you so much ???
Machine Learning Engineer chez Adevinta
4 年Thanks Florent POUX What's your process to evaluate theses book? Do you have criteria that you could share?