Zumel N., Mount J. (2020). Practical data science with R. 2 ed. Shelter Island (USA) : Manning Publications. 536 p.
https://www.manning.com/books/practical-data-science-with-r-second-edition?query=Practical%20data%20science%20with%20R
https://www.manning.com/books/practical-data-science-with-r-second-edition?query=Practical%20data%20science%20with%20R
Titre : | Practical data science with R |
Auteurs : | N. Zumel ; J. Mount ; J. Howard, préf. ; R.L. Thomas, préf. |
Type de document : | E-Book |
Mention d'édition : | 2 |
Editeur : | Shelter Island (USA) : Manning Publications, 2020 |
ISBN/ISSN/EAN : | 978-1-61729-587-4 |
Format : | 536 p. |
Langues : | Anglais |
Langues du résumé : | Anglais |
Catégories : |
Catégories principales 12 - EDUCATION. FORMATION. INFORMATION. GESTION DES SAVOIRS ; 12.5 - Formation Continue, Professionnelle. Gestion des CursusThésaurus IAMM LOGICIEL ; DONNEE STATISTIQUE ; ANALYSE DE DONNEES ; TRAITEMENT DES DONNEES ; MODELE ; LANGAGE |
Résumé : | Practical Data Science with R, Second Edition is a task-based tutorial that leads readers through dozens of useful, data analysis practices using the R language. By concentrating on the most important tasks youll face on the job, this friendly guide is comfortable both for business analysts and data scientists. Because data is only useful if it can be understood, youll also find fantastic tips for organizing and presenting data in tables, as well as snappy visualizations. |
Note de contenu : |
PART 1 INTRODUCTION TO DATA SCIENCE
1 The data science process 2 Starting with R and data 3 Exploring data 4 Managing data 5 Data engineering and data shaping PART 2 MODELING METHODS 6 Choosing and evaluating models 7 Linear and logistic regression 8 Advanced data preparation 9 Unsupervised methods 10 Exploring advanced methods PART 3 WORKING IN THE REAL WORLD 11 Documentation and deployment 12 Producing effective presentations |
Cote : | Réservé lecteur CIHEAM |
URL / DOI : | https://www.manning.com/books/practical-data-science-with-r-second-edition?query=Practical%20data%20science%20with%20R |