Ultimate Data Science Programming in Python : Master data science libraries with 300+ programs, 2 projects, and EDA GUI tools
Description: In today's data-driven world, the ability to extract meaningful insights from vast datasets is crucial for success in various fields. This ultimate book for mastering open-source libraries of data science in Python equips you with the essential tools and techniques to navigate the...
Uloženo v:
| Hlavní autor: | |
|---|---|
| Médium: | Livre numérique |
| Jazyk: | Anglais |
| Vydáno: |
New Delhi :
BPB Publications
2024.
Paris : Cyberlibris |
| On-line přístup: | Accès Université d'Orléans et IFPM |
| Poznámka: |
Couverture. https://static2.cyberlibris.com/books_upload/136pix/9789365895667.jpg Cyberlibris (ScholarVox) corpus Informatique |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Ultimate Data Science Programming in Python, Master data science libraries with 300+ programs, 2 projects, and EDA GUI tools, Saurabh Chandrakar, New Delhi, BPB Publications, 2024, 1 vol. (776 p.), 978-93-6589-566-7 |
Obsah:
- 1. Environmental Setup for Using Data Science Libraries in Python
- 2. Exploring Numpy Library for Data Science in Python
- 3. Exploring Array Manipulations in Numpy
- 4. Exploring Scipy Library for Data Science in Python
- 5. Line Plot exploration with Matplotlib Library
- 6. Charting Data With Various Visuals Using Matplotlib
- 7. Exploring Pandas Series for Data Science in Python
- 8. Exploring Pandas Dataframe for Data Science in Python
- 9. Advanced Dataframe Filtering Techniques
- 10. Exploring Polars Library for Data Science in Python
- 11. Exploring Expressions in Polars
- 12. Exploring Seaborn Library for Data Science in Python
- 13. Crafting Seaborn Plots: KDE, Line, Violin and Facets
- 14. Integrating Data Science Libraries with ChatGPT Prompts
- 15. Exploring Automated EDA Libraries for Machine Learning
- 16. Case Study Using Python Data Science Libraries