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Deep learning with applications using python : chatbots and face, object, and speech recognition with TensorFlow and Keras / Navin Kumar Manaswi

By: Material type: TextTextLanguage: English Publication details: Berkeley, CA : Apress : Imprint: Apress, 2018.Edition: 1st edDescription: 219 pages : illustrations ; 24 cmISBN:
  • 9781484240519
Subject(s): DDC classification:
  • 005.133 MAN
Contents:
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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Includes index.

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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