CRAI - Universidad del Rosario Koha › Detalles de: Hands-on machine learning with Scikit-Learn and TensorFlow

Hands-on machine learning with Scikit-Learn and TensorFlow

por Géron, Aurélien

Publicado por : O'Reilly (Beijing) Detalles físicos: xx, 549 páginas ilustraciones, gráficos ISBN:9781491962299.

Tema(s): Aprendizaje automático (Inteligencia artificial) | Inteligencia artificial

Año : 2017

Existencias ( 3 )
Notas de título ( 3 )

Tipo de ítem	Ubicación actual	Colección	Signatura	Copia número	Estado	Código de barras
Libro	Claustro 2do piso	Libro	006.3 G876h (Navegar estantería)	Ej.1	Disponible	100158021
Libro	Claustro 2do piso	Libro	006.3 G876h (Navegar estantería)	Ej.2	Disponible	100158022
Libro	Claustro 2do piso	Libro	006.3 G876h (Navegar estantería)	Ej.3	Disponible	100158023

Total de reservas: 0

The fundamentals of machine learning. The machine learning landscape ; End-to-end machine learning project ; Classification ; Training models ; Support vector machines ; Decision trees ; Ensemble learning and random forests ; Dimensionality reduction -- Neural networks and deep learning. Up and running with TensorFlow ; Introduction to artificial neural networks ; Training deep neural nets ; Distributing TensorFlow across devices and servers ; Convolutional neural networks ; Recurrent neural networks ; Autoencoders ; Reinforcement learning -- Exercise solutions -- Machine learning project checklist -- SVM dual problem -- Autodiff -- Other popular ANN architectures.

Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how.

Texto en inglés