Data Science Projects Using Python : Step-by-step guide for data science beginners with a practical approach
Description: Python has emerged as one of the most widely used programming languages, especially in the fields of data science, machine learning, and artificial intelligence. With the growing demand for data-driven decision-making and automation, acquiring skills in Python and data science has becom...
Enregistré dans:
| Hovedforfatter: | |
|---|---|
| Format: | Livre numérique |
| Sprog: | Anglais |
| Udgivet: |
New Delhi :
BPB Publications
2026.
Paris : Cyberlibris |
| Online adgang: | Accès Université d'Orléans et IFPM |
| Kommentar: |
Couverture. https://static2.cyberlibris.com/books_upload/300pix/9789365894547.jpg Cyberlibris (ScholarVox) corpus Informatique |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Data Science Projects Using Python, Step-by-step guide for data science beginners with a practical approach, Dr. Pratiyush Guleria, New Delhi, BPB Publications, 2026, 1 vol. (492 p.), 978-93-6589-454-7 |
Indholdsfortegnelse:
- 1. Introduction to Data Science and Python
- 2. Conditions, Loops, Control Statements, and Functions
- 3. Lists, Tuples, and Dictionary
- 4. Exception Handling and File Handling
- 5. Object-oriented Programming and Regular Expressions
- 6. Database Connectivity using MySQL and MongoDB
- 7. NumPy Library
- 8. Introduction to Pandas Data Structure
- 9. Data Cleaning and Preparation
- 10. Data Visualization Using Matplotlib
- 11. Introduction to ML and Supervised Learning
- 12. Introduction to Unsupervised and Reinforcement Learning
- Appendix A: Simple Projects Using Pandas
- Appendix B: Simple Projects Using Matplotlib