Fundamentals of Data Science
Fundamentals of Data Science
Theory and Practice
Kalita, Jugal K.; Bhattacharyya, Dhruba K.; Roy, Swarup
Elsevier Science & Technology
11/2023
334
Mole
Inglês
9780323917780
15 a 20 dias
2. Data, sources, and generation
3. Data preparation
4. Machine learning
5. Regression
6. Classification
7. Artificial neural networks
8. Feature selection and extraction
9. Cluster analysis
10. Ensemble learning
11. Association-rule mining
12. Big-Data analysis
13. Data Science in practice
14. Conclusion
2. Data, sources, and generation
3. Data preparation
4. Machine learning
5. Regression
6. Classification
7. Artificial neural networks
8. Feature selection and extraction
9. Cluster analysis
10. Ensemble learning
11. Association-rule mining
12. Big-Data analysis
13. Data Science in practice
14. Conclusion