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Lista de livros liberados gratuitamente para download por diversas editoras.
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Livros Gratuitos em Computação

Em tempos de COVID-19 algumas editoras liberaram uma série de livros do seu acervo em formato ebook para download. Entre elas a SpringerNature disponibilizou ebooks em diversas áreas do conhecimento, a lista completa pode ser vista aqui.

Entretanto, uma seleção foi realizada na lista geral e contempla os principais títulos para a área da Ciência da Computação e Análise e Desenvolvimento de Sistemas. São 60 livros que estão divididos em Matemática e Teoria da Computação, Programação e Desenvolvimento de Software, Ciência de Dados e Aprendizado de Máquina, e por fim Diversos.

O nível Básico ou Avançado é indicado em cada livro.

Qualquer dúvida e/ou sugestão de correção deixe um comentário ao final do gist, ou me encontre em @lucasfigueira.

Façam bom uso.

Lista de Livros

Matemática e Teoria da Computação

  1. Algebra Serge Lang. 3rd ed. 2002, Springer New York, ISSN:2197-5612, ISBN:978-1-4613-0041-0, 2002. (Avançado)

  2. Automata and Computability Dexter C. Kozen. 1997, Springer New York, ISSN:nan, ISBN:978-1-4612-1844-9, 1997. (Básico)

  3. Applied Linear Algebra Peter J. Olver, Chehrzad Shakiban. 2nd ed. 2018, Springer International Publishing, ISSN:2197-5604, ISBN:978-3-319-91041-3, 2018. (Básico)

  4. Calculus With Applications Peter D. Lax, Maria Shea Terrell. 2nd ed. 2014, Springer New York, ISSN:2197-5604, ISBN:978-1-4614-7946-8, 2014. (Básico)

  5. Discrete Mathematics László Lovász, József Pelikán, Katalin Vesztergombi. 2003, Springer New York, ISSN:2197-5604, ISBN:978-0-387-21777-2, 2003. (Básico)

  6. Guide to Discrete Mathematics Gerard O'Regan. 1st ed. 2016, Springer International Publishing, ISSN:1868-095X, ISBN:978-3-319-44561-8, 2016. (Básico)

  7. Linear Algebra Jörg Liesen, Volker Mehrmann. 1st ed. 2015, Springer International Publishing, ISSN:2197-4144, ISBN:978-3-319-24346-7, 2015. (Básico)

  8. Linear Algebra Done Right Sheldon Axler. 3rd ed. 2015, Springer International Publishing, ISSN:2197-5604, ISBN:978-3-319-11080-6, 2015. (Básico)

  9. Probability Theory Alexandr A. Borovkov. 2013, Springer London, ISSN:2191-6675, ISBN:978-1-4471-5201-9, 2013. (Avançado)

  10. Probability and Statistics for Computer Science David Forsyth. 1st ed. 2018, Springer International Publishing, ISSN:nan, ISBN:978-3-319-64410-3, 2018. (Básico)

Programação e Desenvolvimento de Software

  1. A Beginner's Guide to Scala, Object Orientation and Functional Programming John Hunt. 2nd ed. 2018, Springer International Publishing, ISSN:nan, ISBN:978-3-319-75771-1, 2018. (Básico)

  2. A Beginners Guide to Python 3 Programming John Hunt. 1st ed. 2019, Springer International Publishing, ISSN:2197-1781, ISBN:978-3-030-20290-3, 2019. (Básico)

  3. Data Structures and Algorithms with Python Kent D. Lee, Steve Hubbard. 2015, Springer International Publishing, ISSN:2197-1781, ISBN:978-3-319-13072-9, 2015. (Básico)

  4. Advanced Guide to Python 3 Programming John Hunt. 1st ed. 2019, Springer International Publishing, ISSN:2197-1781, ISBN:978-3-030-25943-3, 2019. (Básico)

  5. Fundamentals of Java Programming Mitsunori Ogihara. 1st ed. 2018, Springer International Publishing, ISSN:nan, ISBN:978-3-319-89491-1, 2018. (Básico)

  6. Guide to Competitive Programming Antti Laaksonen. 1st ed. 2017, Springer International Publishing, ISSN:2197-1781, ISBN:978-3-319-72547-5, 2017. (Básico)

  7. Introduction to Programming with Fortran Ian Chivers, Jane Sleightholme. 4th ed. 2018, Springer International Publishing, ISSN:nan, ISBN:978-3-319-75502-1, 2018. (Avançado)

  8. Java in Two Semesters Quentin Charatan, Aaron Kans. 4th ed. 2019, Springer International Publishing, ISSN:1868-095X, ISBN:978-3-319-99420-8, 2019. (Básico)

  9. Object-Oriented Analysis, Design and Implementation Brahma Dathan, Sarnath Ramnath. 2nd ed. 2015, Springer International Publishing, ISSN:2197-1781, ISBN:978-3-319-24280-4, 2015. (Avançado)

  10. Python Programming Fundamentals Kent D. Lee. 2nd ed. 2014, Springer London, ISSN:2197-1781, ISBN:978-1-4471-6642-9, 2014. (Básico)

  11. Systems Programming in Unix/Linux K.C. Wang. 1st ed. 2018, Springer International Publishing, ISSN:nan, ISBN:978-3-319-92429-8, 2018. (Básico)

  12. The Algorithm Design Manual Steven S Skiena. 2nd ed. 2008, Springer London, ISSN:nan, ISBN:978-1-84800-070-4, 2008. (Avançado)

  13. The Python Workbook Ben Stephenson. 2014, Springer International Publishing, ISSN:nan, ISBN:978-3-319-14240-1, 2014. (Básico)

Ciência de Dados e Aprendizado de Máquina

Existem na lista áreas correlatas que são importantes como, por exemplo, Visão Computacional.

  1. An Introduction to Machine Learning Miroslav Kubat. 2nd ed. 2017, Springer International Publishing, ISSN:nan, ISBN:978-3-319-63913-0, 2017. (Básico)

  2. An Introduction to Statistical Learning Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani. 2013, Springer New York, ISSN:2197-4136, ISBN:978-1-4614-7138-7, 2013. (Avançado)

  3. Applied Predictive Modeling Max Kuhn, Kjell Johnson. 2013, Springer New York, ISSN:nan, ISBN:978-1-4614-6849-3, 2013. (Avançado)

  4. Computer Vision Richard Szeliski. 2011, Springer London, ISSN:1868-095X, ISBN:978-1-84882-935-0, 2011. (Básico)

  5. Data Analysis Siegmund Brandt. 4th ed. 2014, Springer International Publishing, ISSN:nan, ISBN:978-3-319-03762-2, 2014. (Avançado)

  6. Data Mining Charu C. Aggarwal. 2015, Springer International Publishing, ISSN:nan, ISBN:978-3-319-14142-8, 2015. (Avançado)

  7. Data Science and Predictive Analytics Ivo D. Dinov. 1st ed. 2018, Springer International Publishing, ISSN:nan, ISBN:978-3-319-72347-1, 2018. (Avançado)

  8. Digital Image Processing Wilhelm Burger, Mark J. Burge. 2nd ed. 2016, Springer London, ISSN:1868-095X, ISBN:978-1-4471-6684-9, 2016. (Básico)

  9. Excel Data Analysis Hector Guerrero. 2nd ed. 2019, Springer International Publishing, ISSN:nan, ISBN:978-3-030-01279-3, 2019. (Avançado)

  10. Introduction to Artificial Intelligence Wolfgang Ertel. 2nd ed. 2017, Springer International Publishing, ISSN:2197-1781, ISBN:978-3-319-58487-4, 2017. (Básico)

  11. Introduction to Data Science Laura Igual, Santi Seguí. 1st ed. 2017, Springer International Publishing, ISSN:2197-1781, ISBN:978-3-319-50017-1, 2017. (Básico)

  12. Introduction to Deep Learning Sandro Skansi. 1st ed. 2018, Springer International Publishing, ISSN:2197-1781, ISBN:978-3-319-73004-2, 2018. (Básico)

  13. Introduction to Statistics and Data Analysis Christian Heumann, Michael Schomaker, Shalabh. 1st ed. 2016, Springer International Publishing, ISSN:nan, ISBN:978-3-319-46162-5, 2016. (Avançado)

  14. Introduction to Time Series and Forecasting Peter J. Brockwell, Richard A. Davis. 3rd ed. 2016, Springer International Publishing, ISSN:2197-4136, ISBN:978-3-319-29854-2, 2016. (Avançado)

  15. Machine Learning in Medicine - a Complete Overview Ton J. Cleophas, Aeilko H. Zwinderman. 2015, Springer International Publishing, ISSN:nan, ISBN:978-3-319-15195-3, 2015. (Avançado)

  16. Multimedia Big Data Computing for IoT Applications Sudeep Tanwar, Sudhanshu Tyagi, Neeraj Kumar. 1st ed. 2020, Springer Singapore, ISSN:1868-4408, ISBN:978-981-13-8759-3, 2020. (Avançado)

  17. Neural Networks and Deep Learning Charu C. Aggarwal. 1st ed. 2018, Springer International Publishing, ISSN:nan, ISBN:978-3-319-94463-0, 2018. (Avançado)

  18. Principles of Data Mining Max Bramer. 3rd ed. 2016, Springer London, ISSN:2197-1781, ISBN:978-1-4471-7307-6, 2016. (Básico)

  19. Recommender Systems Charu C. Aggarwal. 1st ed. 2016, Springer International Publishing, ISSN:nan, ISBN:978-3-319-29659-3, 2016. (Avançado)

  20. Robotics, Vision and Control Peter Corke. 2nd ed. 2017, Springer International Publishing, ISSN:1610-742X, ISBN:978-3-319-54413-7, 2017. (Avançado)

  21. Statistical Analysis and Data Display Richard M. Heiberger, Burt Holland. 2nd ed. 2015, Springer New York, ISSN:2197-4136, ISBN:978-1-4939-2122-5, 2015. (Avançado)

  22. Statistical Learning from a Regression Perspective Richard A. Berk. 2nd ed. 2016, Springer International Publishing, ISSN:2197-4136, ISBN:978-3-319-44048-4, 2016. (Avançado)

  23. The Data Science Design Manual Steven S. Skiena. 1st ed. 2017, Springer International Publishing, ISSN:1868-095X, ISBN:978-3-319-55444-0, 2017. (Básico)

  24. The Elements of Statistical Learning Trevor Hastie, Robert Tibshirani, Jerome Friedman. 2nd ed. 2009, Springer New York, ISSN:2197-568X, ISBN:978-0-387-84858-7, 2009. (Avançado)

  25. Time Series Analysis Jonathan D. Cryer, Kung-Sik Chan. 2nd ed. 2008, Springer New York, ISSN:2197-4136, ISBN:978-0-387-75959-3, 2008. (Avançado)

Diversos

  1. Biomedical Informatics Edward H. Shortliffe, James J. Cimino. 4th ed. 2014, Springer London, ISSN:nan, ISBN:978-1-4471-4474-8, 2014. (Avançado)

  2. Computational Geometry Mark de Berg, Otfried Cheong, Marc van Kreveld, Mark Overmars. 3rd ed. 2008, Springer Berlin Heidelberg, ISSN:nan, ISBN:978-3-540-77974-2, 2008. (Avançado)

  3. Guide to Computer Network Security Joseph Migga Kizza. 4th ed. 2017, Springer International Publishing, ISSN:2197-8433, ISBN:978-3-319-55606-2, 2017. (Básico)

  4. Guide to Scientific Computing in C++ Joe Pitt-Francis, Jonathan Whiteley. 2nd ed. 2017, Springer International Publishing, ISSN:2197-1781, ISBN:978-3-319-73132-2, 2017. (Básico)

  5. Introduction to Embedded Systems Manuel Jiménez, Rogelio Palomera, Isidoro Couvertier. 2014, Springer New York, ISSN:nan, ISBN:978-1-4614-3143-5, 2014. (Básico)

  6. Introduction to Evolutionary Computing A.E. Eiben, J.E. Smith. 2nd ed. 2015, Springer Berlin Heidelberg, ISSN:nan, ISBN:978-3-662-44874-8, 2015. (Básico)

  7. LaTeX in 24 Hours Dilip Datta. 1st ed. 2017, Springer International Publishing, ISSN:nan, ISBN:978-3-319-47831-9, 2017. (Avançado)

  8. Linear Programming Robert J Vanderbei. 4th ed. 2014, Springer US, ISSN:2214-7934, ISBN:978-1-4614-7630-6, 2014. (Avançado)

  9. Linear and Nonlinear Programming David G. Luenberger, Yinyu Ye. 4th ed. 2016, Springer International Publishing, ISSN:2214-7934, ISBN:978-3-319-18842-3, 2016. (Avançado)

  10. Modelling Computing Systems Faron Moller, Georg Struth. 2013, Springer London, ISSN:2197-1781, ISBN:978-1-84800-322-4, 2013. (Básico)

  11. Principles of Mobile Communication Gordon L. Stüber. 4th ed. 2017, Springer International Publishing, ISSN:nan, ISBN:978-3-319-55615-4, 2017. (Avançado)

  12. System Dynamics Bilash Kanti Bala, Fatimah Mohamed Arshad, Kusairi Mohd Noh. 1st ed. 2017, Springer Singapore, ISSN:2192-4341, ISBN:978-981-10-2045-2, 2017. (Avançado)

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