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Machine learning with spark and python : essential techniques for predictive analytic / Michael Bowles. [Texto impreso]
By: Bowles, Michael
Original language: English Publisher: Indianapolis, Indiana : Wiley, [2020]Description: xxvii, 340 p. : gráf., tablas ; 24 cmISBN: 9781119561934 (pbk)Subject(s): Aprendizaje automático
Contents:
1. The two essential algorithms for making predictions ;
2. Understand the problem by understanding the data ;
3. Predictive model building: balancing performance, complexity, and Big Data ;
4. Penalized linear regression ;
5. Building predictive models using penalized linear methods ;
6. Ensemble methods ;
8. Building ensemble models with python.
| Item type | Current location | Collection | Call number | Status | Date due | Barcode | Course reserves |
|---|---|---|---|---|---|---|---|
Libro
|
Biblioteca Universidad Europea del Atlántico Fondo General | No ficción | 004.85 BOW mac | Available | 3664 |
Contiene referencias bilbiográficas
1. The two essential algorithms for making predictions ;
2. Understand the problem by understanding the data ;
3. Predictive model building: balancing performance, complexity, and Big Data ;
4. Penalized linear regression ;
5. Building predictive models using penalized linear methods ;
6. Ensemble methods ;
8. Building ensemble models with python.