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Deep Learning Cookbook: Practical recipes to get started quickly - Tapa blanda

Osinga, Douwe

 
9781491995846: Deep Learning Cookbook: Practical recipes to get started quickly
Tapa blanda
ISBN 10: 149199584X ISBN 13: 9781491995846
Editorial: O'Reilly UK Ltd., 2018

Sinopsis

Deep learning doesnÃ?Â[ t have to be intimidating. Until recently, this machine-learning method required years of study, but with frameworks such as Keras and Tensorflow, software engineers without a background in machine learning can quickly enter the field. With the recipes in this cookbook, youÃ?Â[ ll learn how to solve deep-learning problems for classifying and generating text, images, and music.

Each chapter consists of several recipes needed to complete a single project, such as training a music recommending system. Author Douwe Osinga also provides a chapter with half a dozen techniques to help you if youÃ?Â[ re stuck. Examples are written in Python with code available on GitHub as a set of Python notebooks.

YouÃ?Â[ ll learn how to:

  • Create applications that will serve real users
  • Use word embeddings to calculate text similarity
  • Build a movie recommender system based on Wikipedia links
  • Learn how AIs see the world by visualizing their internal state
  • Build a model to suggest emojis for pieces of text
  • Reuse pretrained networks to build an inverse image search service
  • Compare how GANs, autoencoders and LSTMs generate icons
  • Detect music styles and index song collections

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

Douwe Osinga is an experienced Software Engineer, formerly with Google, and founder of three startups. He maintains a popular software project website, partly focused on machine learning (https: //douweosinga.com/projects/machine_learning).

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
O'Reilly UK Ltd.
Año de publicación
2018
Idioma
Inglés
ISBN 10 
149199584X
ISBN 13 
9781491995846
Encuadernación
Tapa blanda
Número de páginas
251
Contacto del fabricante
no disponible
Persona responsable
no disponible