TY  - BOOK
AU  - Suthaharan,Shan
TI  - Machine learning models and algorithms for Big Data classification: thinking with examples for effective learning 
T2  - Integrated series in information systems,
SN  - 9781489976413
AV  - QA 76.9.B45 S88.2016
PY  - 2016///,
CY  - New York
PB  - Springer Science+Business Media
KW  - Big data
KW  - Electronic data processing
KW  - Procesamiento electrónico de datos
KW  - Machine theory
KW  - Teoría de las máquinas
KW  - Aprendizaje automático (Inteligencia artificial)
N1  - Incluye referencias bibliográficas e índice; Science of Information -- Part I Understanding Big Data -- Big Data Essentials -- Big Data Analytics -- Part II Understanding Big Data Systems -- Distributed File System -- MapReduce Programming Platform -- Part III Understanding Machine Learning -- Modeling and Algorithms -- Supervised Learning Models -- Supervised Learning Algorithms -- Support Vector Machine -- Decision Tree Learning -- Part IV Understanding Scaling-Up Machine Learning -- Random Forest Learning -- Deep Learning Models -- Chandelier Decision Tree -- Dimensionality Reduction
ER  -