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Titre : Python crash course: a hands-on, project-based introduction to programming Type de document : livre Auteurs : Eric Matthes, Auteur Editeur : San Francisco, California : No Starch Press Année de publication : 2016 Importance : 525 p. ISBN/ISSN/EAN : 978-1-59327-603-4 Prix : 39.95 USD Note générale : ISBN-10 : 1-59327-603-6; Fifth printing; Updates available at https://ehmatthes.github.io/pcc/ Langues : Anglais (eng) Mots-clés : Python (Computer program language) Computer programming En ligne : http://ap-n.us/books/Programming/Python%20Crash%20Course.pdf Format de la ressource électronique : First printing PDF Python crash course: a hands-on, project-based introduction to programming [livre] / Eric Matthes, Auteur . - San Francisco, California : No Starch Press, 2016 . - 525 p.
ISBN : 978-1-59327-603-4 : 39.95 USD
ISBN-10 : 1-59327-603-6; Fifth printing; Updates available at https://ehmatthes.github.io/pcc/
Langues : Anglais (eng)
Mots-clés : Python (Computer program language) Computer programming En ligne : http://ap-n.us/books/Programming/Python%20Crash%20Course.pdf Format de la ressource électronique : First printing PDF Exemplaires (1)
Code-barres Cote Support Localisation Section Disponibilité 69515 MAT_24_69515 Livre Salle des ouvrages 24_Usuels Disponible
Titre : Regression and other stories Type de document : livre Auteurs : Gelman, A., Auteur ; Hill, J., Auteur ; Vehtari, A., Auteur Mention d'édition : 1st ed., reprinted Editeur : Cambridge, UK : Cambridge University Press Année de publication : 2021 Collection : Analytical methods for social research Importance : 534 p. ISBN/ISSN/EAN : ‎978-1-107-67651-0 Prix : 40.84 EUR Note générale : First ed. 2021, reprinted 2021; DOI:10.1017/9781139161879; Home page for the book including the code and data for the examples : https://avehtari.github.io/ROS-Examples/ Langues : Anglais (eng) Mots-clés : Statistical methods Computer programming Résumé : L'éditeur indique : Most textbooks on regression focus on theory and the simplest of examples. Real statistical problems, however, are complex and subtle. This is not a book about the theory of regression. It is about using regression to solve real problems of comparison, estimation, prediction, and causal inference. Unlike other books, it focuses on practical issues such as sample size and missing data and a wide range of goals and techniques. It jumps right in to methods and computer code you can use immediately. Real examples, real stories from the authors' experience demonstrate what regression can do and its limitations, with practical advice for understanding assumptions and implementing methods for experiments and observational studies. They make a smooth transition to logistic regression and GLM. The emphasis is on computation in R and Stan rather than derivations, with code available online. Graphics and presentation aid understanding of the models and model fitting. En ligne : https://doi.org/10.1017/9781139161879 Regression and other stories [livre] / Gelman, A., Auteur ; Hill, J., Auteur ; Vehtari, A., Auteur . - 1st ed., reprinted . - Cambridge, UK : Cambridge University Press, 2021 . - 534 p.. - (Analytical methods for social research) .
ISSN : ‎978-1-107-67651-0 : 40.84 EUR
First ed. 2021, reprinted 2021; DOI:10.1017/9781139161879; Home page for the book including the code and data for the examples : https://avehtari.github.io/ROS-Examples/
Langues : Anglais (eng)
Mots-clés : Statistical methods Computer programming Résumé : L'éditeur indique : Most textbooks on regression focus on theory and the simplest of examples. Real statistical problems, however, are complex and subtle. This is not a book about the theory of regression. It is about using regression to solve real problems of comparison, estimation, prediction, and causal inference. Unlike other books, it focuses on practical issues such as sample size and missing data and a wide range of goals and techniques. It jumps right in to methods and computer code you can use immediately. Real examples, real stories from the authors' experience demonstrate what regression can do and its limitations, with practical advice for understanding assumptions and implementing methods for experiments and observational studies. They make a smooth transition to logistic regression and GLM. The emphasis is on computation in R and Stan rather than derivations, with code available online. Graphics and presentation aid understanding of the models and model fitting. En ligne : https://doi.org/10.1017/9781139161879 Exemplaires (1)
Code-barres Cote Support Localisation Section Disponibilité 69833 GEL_11_69833 Livre Salle des ouvrages 11_Mathématiques Sorti jusqu'au 25/05/2043
Titre : Advanced R Type de document : livre Auteurs : Hadley Wickham, Auteur Editeur : Boca Raton, Florida : Chapman & Hall/CRC Année de publication : 2014 Collection : The R series Importance : 456 p. ISBN/ISSN/EAN : 978-1-4665-8696-3 Prix : 35.99 GBP Note générale : Version date: 20150316; Work-in-progress 2nd edition at: https://adv-r.hadley.nz/ Langues : Anglais (eng) Mots-clés : R (Computer program language) Computer programming Data processing Résumé : La 4e de couverture précise : "An Essential Reference for Intermediate and Advanced R Programmers.
Advanced R presents useful tools and techniques for attacking many types of R programming problems, helping you avoid mistakes and dead ends. With more than ten years of experience programming in R, the author illustrates the elegance, beauty, and flexibility at the heart of R."En ligne : http://adv-r.had.co.nz/ Format de la ressource électronique : 1st ed. online version Advanced R [livre] / Hadley Wickham, Auteur . - Boca Raton, Florida : Chapman & Hall/CRC, 2014 . - 456 p.. - (The R series) .
ISBN : 978-1-4665-8696-3 : 35.99 GBP
Version date: 20150316; Work-in-progress 2nd edition at: https://adv-r.hadley.nz/
Langues : Anglais (eng)
Mots-clés : R (Computer program language) Computer programming Data processing Résumé : La 4e de couverture précise : "An Essential Reference for Intermediate and Advanced R Programmers.
Advanced R presents useful tools and techniques for attacking many types of R programming problems, helping you avoid mistakes and dead ends. With more than ten years of experience programming in R, the author illustrates the elegance, beauty, and flexibility at the heart of R."En ligne : http://adv-r.had.co.nz/ Format de la ressource électronique : 1st ed. online version Exemplaires (1)
Code-barres Cote Support Localisation Section Disponibilité 69518 WIC_11_69518 Livre Salle des ouvrages 11_Mathématiques Sorti jusqu'au 04/03/2050
Titre : Python 3: the comprehensive guide Type de document : livre Auteurs : Johannes Ernesti, Auteur ; Peter Kaiser, Auteur Mention d'édition : 1st ed. Editeur : Bonn, Germany : Rheinwerk Publishing Année de publication : 2022 Collection : Rheinwerk computing series num. 2302 Importance : 1036 p. ISBN/ISSN/EAN : 978-1-4932-2302-2 Prix : 59.95 USD Note générale : 6th German ed. publ. 2021 by Rheinwerk Verlag GmbH, Bonn, Germany Langues : Anglais (eng) Mots-clés : Python (Computer program language) Computer programming Résumé : Le site éditeur indique : Ready to master Python? Learn to write effective code, whether you’re a beginner or a professional programmer. Review core Python concepts, including functions, modularization, and object orientation, and walk through the available data types. Then dive into more advanced topics, such as using Django and working with GUIs. With plenty of code examples throughout, this hands-on reference guide has everything you need to become proficient in Python! En ligne : https://www.sap-press.com/python-3_5566/ Python 3: the comprehensive guide [livre] / Johannes Ernesti, Auteur ; Peter Kaiser, Auteur . - 1st ed. . - Bonn, Germany : Rheinwerk Publishing, 2022 . - 1036 p.. - (Rheinwerk computing series; 2302) .
ISBN : 978-1-4932-2302-2 : 59.95 USD
6th German ed. publ. 2021 by Rheinwerk Verlag GmbH, Bonn, Germany
Langues : Anglais (eng)
Mots-clés : Python (Computer program language) Computer programming Résumé : Le site éditeur indique : Ready to master Python? Learn to write effective code, whether you’re a beginner or a professional programmer. Review core Python concepts, including functions, modularization, and object orientation, and walk through the available data types. Then dive into more advanced topics, such as using Django and working with GUIs. With plenty of code examples throughout, this hands-on reference guide has everything you need to become proficient in Python! En ligne : https://www.sap-press.com/python-3_5566/ Exemplaires (1)
Code-barres Cote Support Localisation Section Disponibilité 69880 ERN_24_69880 Livre Salle des ouvrages 24_Usuels Sorti jusqu'au 04/03/2050 Hands-on generative adversarial networks with keras: your guide to implementing next-generation generative adversarial networks / Rafael Valle (2019)
Titre : Hands-on generative adversarial networks with keras: your guide to implementing next-generation generative adversarial networks Type de document : livre Auteurs : Rafael Valle, Auteur Mention d'édition : 1st ed. Editeur : Birmingham, UK : Packt Publishing Année de publication : 2019 Importance : 259 p. ISBN/ISSN/EAN : 978-1-78953-820-5 Note générale : Code repository downloaded at GitHub : https://github.com/PacktPublishing/Hands-On-Generative-Adversarial-Networks-with-Keras Langues : Anglais (eng) Mots-clés : Machine learning Neural networks Python (Computer program language) Computer programming Imagery Résumé : Generative Adversarial Networks (GANs) have revolutionized the fields of machine learning and deep learning. This book will be your first step towards understanding GAN architectures and tackling the challenges involved in training them. En ligne : https://www.packtpub.com/eu/big-data-and-business-intelligence/hands-generative- [...] Hands-on generative adversarial networks with keras: your guide to implementing next-generation generative adversarial networks [livre] / Rafael Valle, Auteur . - 1st ed. . - Birmingham, UK : Packt Publishing, 2019 . - 259 p.
ISBN : 978-1-78953-820-5
Code repository downloaded at GitHub : https://github.com/PacktPublishing/Hands-On-Generative-Adversarial-Networks-with-Keras
Langues : Anglais (eng)
Mots-clés : Machine learning Neural networks Python (Computer program language) Computer programming Imagery Résumé : Generative Adversarial Networks (GANs) have revolutionized the fields of machine learning and deep learning. This book will be your first step towards understanding GAN architectures and tackling the challenges involved in training them. En ligne : https://www.packtpub.com/eu/big-data-and-business-intelligence/hands-generative- [...] Exemplaires (1)
Code-barres Cote Support Localisation Section Disponibilité 69643 HAN_11_69643 Livre Salle des ouvrages 11_Mathématiques Sorti jusqu'au 22/10/2044
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