Implementing Statistics with Python : Optimize decision-making with statistical inference and Python
Description: Statistics is an important skill set to have when working as a quality analyst, a mathematician, a data analyst, a software engineer, or any analytical job. This book, "Implementing Statistics with Python," will teach you the basics of statistics and how to use Python to analy...
Salvato in:
| Autore principale: | |
|---|---|
| Natura: | Livre numérique |
| Lingua: | Anglais |
| Pubblicazione: |
New Delhi :
BPB Publications
2024.
Paris : Cyberlibris |
| Accesso online: | Accès Université d'Orléans et IFPM |
| Nota: |
Couverture. https://static2.cyberlibris.com/books_upload/136pix/9789355517104.jpg Cyberlibris (ScholarVox) corpus Informatique |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Implementing Statistics with Python, Optimize decision-making with statistical inference and Python, Wei-Meng Lee, New Delhi, BPB Publications, 2024, 1 vol. (472 p.), 978-93-5551-710-4 |
Sommario:
- 1. Introduction to Statistics
- 2. Python Basics for Statistics
- 3. Introduction to NumPy and Pandas for Data Manipulation
- 4. Data Visualization with Matplotlib and Seaborn
- 5. Descriptive Statistics
- 6. Probability Theory
- 7. Statistical Inference
- 8. Regression Analysis
- 9. Multivariate Analysis
- 10. Time Series Analysis
- 11. Machine Learning for Statistics
- 12. Practical Statistical Analysis in Machine Learning