Deep Learning with Applications Using Python Chatbots and Face, Object, and Speech Recognition With TensorFlow and Keras /

Build deep learning applications, such as computer vision, speech recognition, and chatbots, using frameworks such as TensorFlow and Keras. This book helps you to ramp up your practical know-how in a short period of time and focuses you on the domain, models, and algorithms required for deep learnin...

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Hlavní autor: Manaswi, Navin Kumar (Autor)
Médium: Elektronický zdroj E-kniha
Jazyk:angličtina
Vydáno: Berkeley, CA : Apress, 2018.
Vydání:1st ed. 2018.
Témata:
Artificial intelligence.
Python (Computer program language).
Big data.
ISBN:9781484235164
On-line přístup: Získat plný text
Tagy: Přidat tag
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Obsah:
  • 1. Basics of Tensorflow
  • 2. Basics of Keras
  • 3. Multilayered Perceptron
  • 4. Regression to MLP in Tensorflow
  • 5. Regression to MLP in Keras
  • 6. CNN in Visuals
  • 7. CNN with Tensorflow
  • 8. CNN with Keras
  • 9. RNN and LSTM
  • 10. Speech to Text and Vice Versa
  • 11. Developing Chatbots
  • 12. Face Detection and Face Recognition. .

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