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Cientos de libros gratuitos, Springer, MIT Press, ORelly, Pakt y más

Hace poco fue noticia que Springer liberó casi 500 libros para ser descargados en este tiempo de #QuedateEnCasa por el coronavirus, la SEE te trae estos libro pero adicionalmente te traemos una selección de libros de MIT Press, de ORelly y de Packt.

Links generales para buscar libros

Los links donde uds pueden ver toda la selección de libros son:

Springer: https://link.springer.com/search?package=mat-covid19_textbooks&facet-content-type=»Book«

MIT Press: https://mitpress.mit.edu/mit-press-open

Packt: https://www.packtpub.com/packt/free-ebook/

Descargar todos los libros de Springer

Se han creado scripts para descargar los casi 500 libros de Springer de una sóla vez, les compartimos os links para hacerlo en R y Python.

Usando R: https://www.statsandr.com/blog/a-package-to-download-free-springer-books-during-covid-19-quarantine/

Usando Python: https://github.com/hathagat/springer_free_german_books

Libros seleccionados de Springer,  MIT Press,  y O Relly

  • Statistical Learning from a Regression Perspective, con código en R (Springer)

link: https://link.springer.com/book/10.1007/978-3-319-44048-4

  • Python Machine Learning By Example, libro gratuito, (Packt)

link: https://www.packtpub.com/free-ebooks/big-data-and-business-intelligence/python-machine-learning-example/9781783553112

  • Regression Modeling Strategies – Ejercicios en R (Springer)

link: https://link.springer.com/book/10.1007/978-3-319-19425-7

  • Probability and Statistics for Computer Science (Springer)

link: https://link.springer.com/book/10.1007/978-3-319-64410-3

  • Introduction to Time Series and Forecasting (Springer)

link: https://link.springer.com/book/10.1007/978-3-319-29854-2

  • Understanding Statistics and Experimental Design (Springer)

link: https://link.springer.com/book/10.1007/978-3-030-03499-3

  • An Introduction to Machine Learning – 2da Ed

link: https://link.springer.com/book/10.1007/978-3-319-63913-0

  • Excel Data Analysis: Modeling and Simulation

link: https://link.springer.com/book/10.1007/978-3-030-01279-3

  • Market SegmentationAnalysis

link: https://link.springer.com/book/10.1007/978-981-10-8818-6

  • Quantitative Methods for the Social Sciences, A Practical Introduction, examples in SPSS and Stata

link: https://link.springer.com/book/10.1007/978-3-319-99118-4

  • Bayesian Essentials with R

link: https://link.springer.com/book/10.1007/978-1-4614-8687-9

  • Understanding Statistics Using R

link: https://link.springer.com/book/10.1007/978-1-4614-6227-9

  • Fundamentos de Ciencia de datos para Medicina

link: https://link.springer.com/book/10.1007/978-3-319-99713-1

MIT PRESS

  • Foundations of Machine Learning second edition

Link: https://mitpress.ublish.com/ereader/7093/?preview=#page/Cover

  • Scientific Programming and Computer Architecture

Link: https://mitpress.mit.edu/books/scientific-programming-and-computer-architecture

  • Reinforcement Learning, Second Edition

Link: https://mitpress.mit.edu/books/reinforcement-learning-second-edition

  • Machine Learning for Data Streams

Link: https://mitpress.mit.edu/books/machine-learning-data-streams

  • Deep Learning, By Ian Goodfellow, Yoshua Bengio and Aaron Courville

Link: https://mitpress.mit.edu/books/deep-learning

  • Elements of Causal Inference, Foundations and Learning Algorithms

Link: https://mitpress.mit.edu/books/elements-causal-inference

  • Actual Causality

Link: https://mitpress.mit.edu/books/actual-causality

  • The Art of Insight in Science and Engineering, Mastering Complexity

Link: https://mitpress.mit.edu/books/art-insight-science-and-engineering

PACKT

  • Python Machine Learning By Example

Link: https://www.packtpub.com/free-ebooks/big-data-and-business-intelligence/python-machine-learning-example/9781783553112

  • Artificial Intelligence for Big Data

Link: https://www.packtpub.com/free-ebooks/big-data-and-business-intelligence/artificial-intelligence-big-data/9781788472173

  • Hands-On Natural Language Processing with Python

Link: https://www.packtpub.com/free-ebooks/big-data-and-business-intelligence/hands-natural-language-processing-python/9781789139495

  • Big Data Analytics with Hadoop 3

Link: https://www.packtpub.com/free-ebooks/big-data-and-business-intelligence/big-data-analytics-hadoop-3/9781788628846

  • Mastering OpenCV 4 – Third Edition

Link: https://www.packtpub.com/free-ebooks/application-development/mastering-opencv-4-third-edition/9781789533576

O REILLY

  • Think Stats

link: http://greenteapress.com/thinkstats/html/index.html

  • Python Data Science Handbook

link: https://jakevdp.github.io/PythonDataScienceHandbook/

  • R para ciencia de datos, en español

link: https://es.r4ds.hadley.nz/

  • Think Bayes

link: https://greenteapress.com/wp/think-bayes/