Essentials of Big Data Analytics: Applications in R and Python
Autor Pallavi Chavan, Kalyani Pampattiwar, Ramchandra Mangrulkaren Limba Engleză Paperback – feb 2026
- Includes hands-on Tutorials and Case Studies: Structured exercises and real-world examples reinforce learning and skill-building
- Focuses on Python and R for Big Data: Detailed lessons in Python and R programming cater to the increasing demand for data science expertise
- Balanced Theory and Practice: Comprehensive coverage ensures a strong theoretical foundation paired with actionable insights for real-world application
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Specificații
ISBN-13: 9780443452062
ISBN-10: 0443452067
Pagini: 340
Dimensiuni: 216 x 276 mm
Editura: ELSEVIER SCIENCE
ISBN-10: 0443452067
Pagini: 340
Dimensiuni: 216 x 276 mm
Editura: ELSEVIER SCIENCE
Cuprins
1. Introduction to Big Data Analytics
2. Mathematical Foundations
3. Big Data Technologies and Programming
4. Data Ingestion and Preprocessing
5. Big Data Storage and Management
6. Advanced MapReduce for Big Data Processing
7. Machine Learning Techniques for Big Data Processing
8. Mining Data Streams
9. Case Studies and Practical Applications
10. Hands-on Exercises and Tutorials with R, MapReduce, and Data Streams
11. Emerging Trends and Future Directions
2. Mathematical Foundations
3. Big Data Technologies and Programming
4. Data Ingestion and Preprocessing
5. Big Data Storage and Management
6. Advanced MapReduce for Big Data Processing
7. Machine Learning Techniques for Big Data Processing
8. Mining Data Streams
9. Case Studies and Practical Applications
10. Hands-on Exercises and Tutorials with R, MapReduce, and Data Streams
11. Emerging Trends and Future Directions