Libros Gratis de Data Science

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Libros Gratis de Data Science

Mensaje por X-Trader »

Os paso una buena colección de libros gratuitos sobre Ciencia de Datos, espero que os gusten ;)

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

Steven Bird, Ewan Klein, and Edward Loper, Natural Language Processing with Python

Michael Nielsen, Neural Networks and Deep Learning

Al Sweigart, Automate the Boring Stuff with Python

Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani, An Introduction to Statistical Learning (este es con R)

Jake VanderPlas, Python for Data Science Handbook

Andriy Burkov, The Hundred-Page Machine Learning Book

Hal Daumé III, A Course in Machine Learning

Kareem Alkaseer, Intuitive ML and Big Data in C++, Scala, Java, and Python

Python Notes for Professionals Book

Learning Pandas

Andreas Lindholm, Niklas Wahlström, Fredrik Lindsten, and Thomas B. Schön - Machine Learning - A First Course for Engineers and Scientists

Aston Zhang, Zachary C. Lipton, Mu Li, and Alexander J. Smola - Dive into Deep Learning

Soroush Nasiriany, Garrett Thomas, William Wang, Alex Yang, Jennifer Listgarten, Anant Sahai - A Comprehensive Guide to Machine Learning

Mohammed J. Zaki and Wagner Meira Jr. - Data Mining and Analysis

SQL Notes for Professionals

Carl Shan, Henry Wang, William Chen, and Max Song - https://app.gumroad.com/read/c4f464655a ... ydA2QZAA== The Data Science Handbook[/url]

Shai Shalev-Shwartz and Shai Ben-David - Understanding Machine Learning: From Theory to Algorithms

Algorithms Notes for Professionals

David Barber - Bayesian Reasoning and Machine Learning

Steve Nouri - 800+ Q&As about: Stats, Python, ML, DL, NLP, CV, MLOps

An Introduction/A History of Data Science

Alex Smola and S.V.N. Vishwanathan - Introduction to Machine Learning

Christoph Molnar - Interpretable Machine Learning
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