Deep learning with applications using python : chatbots and face, object, and speech recognition with TensorFlow and Keras / Navin Kumar Manaswi
Material type: TextLanguage: English Publisher: Berkeley, CA : Apress : Imprint: Apress, 2018Edition: 1st edDescription: 219 pages : illustrations ; 24 cmISBN: 9781484240519Subject(s): Python (Computer program language) | Speech processing systems -- Computer programs | Automatic speech recognitionDDC classification: 005.133
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. .
Item type | Current location | Call number | Status | Date due | Barcode |
---|---|---|---|---|---|
Books | Institute of Public Enterprise, Library S Campus | 005.133 MAN (Browse shelf) | Available | 45921 | |
Books | Institute of Public Enterprise, Library S Campus | 005.133 MAN (Browse shelf) | Available | 45922 | |
Books | Institute of Public Enterprise, Library S Campus | 005.133 MAN (Browse shelf) | Available | 44362 |
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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