Deep Learning Cookbook. Practical Recipes to Get Started Quickly (ebook)(audiobook)(audiobook) Książka w języku angielskim

Autor:
Douwe Osinga
Okładka książki Deep Learning Cookbook. Practical Recipes to Get Started Quickly
Tył okładki książki Deep Learning Cookbook. Practical Recipes to Get Started Quickly

Okładka książki Deep Learning Cookbook. Practical Recipes to Get Started Quickly

Ocena:
Bądź pierwszym, który oceni tę książkę
Stron:
252
2w1 w pakiecie:
     ePub
     Mobi

Ebook

199,00 zł
169,15 zł

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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’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 you’re stuck. Examples are written in Python with code available on GitHub as a set of Python notebooks.

You’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
0 Douwe Osinga

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