Deep learning cookbook : practical recipes to get started quickly /

Deep learning doesn'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, you&...

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Bibliographic Details
Main Author: Osinga, Douwe (Author)
Format: Printed Book
Language:English
Edition:First edition.
Subjects:
Machine learning.
Apprentissage automatique.
Intelligence artificielle.
Table of Contents:
  • Tools and techniques
  • Getting unstuck
  • Calculating text similarity using word embeddings
  • Building a recommender system based on outgoing Wikipedia links
  • Generating text in the style of an example text
  • Question matching
  • Suggesting emojis
  • Sequence-to-sequence mapping
  • Reusing a pretrained image recognition network
  • Building an inverse image search service
  • Detecting multiple images
  • Image style
  • Generating images with autoencoders
  • Generating icons using deep nets
  • Music and deep learning
  • Productionizing machine learning systems.

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