Data Science Essentials with R : Learn with focus on data manipulation, visualization, and machine learning
Description: This book teaches you to draw insights from your data. In today's data-driven business landscape, making informed decisions requires effective data analysis. This book guides you through the steps to import, structure, and visualize your data in R, and apply statistical and ML algo...
Zapisane w:
| 1. autor: | |
|---|---|
| Format: | Livre numérique |
| Język: | Anglais |
| Wydane: |
New Delhi :
BPB Publications
2024.
Paris : Cyberlibris |
| Dostęp online: | Accès Université d'Orléans et IFPM |
| Komentarz: |
Couverture. https://static2.cyberlibris.com/books_upload/136pix/9789365895292.jpg Cyberlibris (ScholarVox) corpus Informatique |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Data Science Essentials with R, Learn with focus on data manipulation, visualization, and machine learning, Abhishek Das, New Delhi, BPB Publications, 2024, 1 vol. (311 p.), 978-93-6589-529-2 |
Spis treści:
- 1. The Data Science Landscape
- 2. R Basics
- 3. Exploring Data
- 4. Wrangling Data
- 5. Working with Dates
- 6. Manipulating Strings
- 7. Visualizing Dat
- 8. Feature Engineering
- 9. Statistics and Probability
- 10. Introducing ML
- 11. Training Machine Learning Models
- 12. Building a Career in Data Science