Normal view MARC view

Practical machine learning : tackle the real-world complexities of modern machine learning with innovative and cutting-edge techniques / / Sunila Gollapudi

By: Gollapudi, SunilaOriginal language: English Series: (Community experience distilled)Publisher: Birmingham, UK : Packt Publishing, 2016Description: XVI, 433 p. : il. ; 24 cmISBN: 9781784399689Other title: Tackle the real-world complexities of modern machine learning with innovative and cutting-edge techniquesSubject(s): Aprendizaje automático | Inteligencia artificial -- Informática
Contents:
1. Introduction to machine learning ; 2. Machine learning and large-scale datasets ; 3. An introduction to Hadoop's Architecture and Ecosystem ; 4. Machine learning tools, libraries and frameworks ; 5. Decision tree based learning ; 6. Instance and kernel methods based learning ; 7. Association rules based learning ; 8. Clustering based learning ; 9. Bayesian learning ; 10. Regression based learning ; 11. Deep learning ; 12. Reinforcement learning ; 13. Ensemble learning ; 14. New generation data architectures.
    Average rating: 0.0 (0 votes)
Item type Current location Collection Call number Status Date due Barcode Course reserves
Libro Libro Biblioteca Universidad Europea del Atlántico
Fondo General
No ficción 004.85 GOL pra Available 3665

Inteligencia Artificial


1. Introduction to machine learning ;
2. Machine learning and large-scale datasets ;
3. An introduction to Hadoop's Architecture and Ecosystem ;
4. Machine learning tools, libraries and frameworks ;
5. Decision tree based learning ;
6. Instance and kernel methods based learning ;
7. Association rules based learning ;
8. Clustering based learning ;
9. Bayesian learning ;
10. Regression based learning ;
11. Deep learning ;
12. Reinforcement learning ;
13. Ensemble learning ;
14. New generation data architectures.

Servicio de Biblioteca de la Universidad Europea del Atlantico | biblioteca@uneatlantico.es | Tlf: 942 244 244 Ext. 5020