Download e-book for kindle: Deep Learning Cookbook: Practical Recipes to Get Started by

ISBN-10: 149199584X

ISBN-13: 9781491995846

Deep studying doesn’t need to be intimidating. until eventually lately, this machine-learning process required years of research, yet with frameworks resembling Keras and Tensorflow, software program engineers with out a history in computing device studying can quick input the sector. With the recipes during this cookbook, you’ll the best way to clear up deep-learning difficulties for classifying and producing textual content, photos, and music.

Each bankruptcy comprises numerous recipes had to whole a unmarried undertaking, resembling education a track recommending approach. writer Douwe Osinga additionally presents a bankruptcy with part a dozen recommendations that will help you if you’re caught. Examples are written in Python with code on hand on GitHub as a collection of Python notebooks.

You’ll learn the way to:

  • Create purposes that may serve genuine users
  • Use note embeddings to calculate textual content similarity
  • Build a film recommender process in response to Wikipedia links
  • Learn how AIs see the area by way of visualizing their inner state
  • Build a version to indicate emojis for items of text
  • Reuse pretrained networks to construct an inverse snapshot seek service
  • Compare how GANs, autoencoders and LSTMs generate icons
  • Detect track kinds and index track collections

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Deep Learning Cookbook: Practical Recipes to Get Started Quickly


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