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Deep Learning Cookbook: Practical Recipes to Get Started Quickly


Mega Sale! Save 23% on the Deep Learning Cookbook: Practical Recipes to Get Started Quickly by O'Reilly Media at Spring Brook Audio. Hurry! Limited time offer. Offer valid only while supplies last. Deep learning doesn’t have to be intimidating. Until recently, this machine-learning method required years of study, but with frameworks such as


Product Description

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

Additional Information

Manufacturer:O'Reilly Media
Publisher:O'Reilly Media
Studio:O'Reilly Media
EAN:9781491995846
Item Size:0.75 x 9.25 x 9.25 inches
Package Weight:0.99 pounds
Package Size:6.85 x 0.63 x 0.63 inches

Deep Learning Cookbook: Practical Recipes to Get Started Quickly by O'Reilly Media

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Deep Learning Cookbook: Practical Recipes to Get Started Quickly

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