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

Deep Learning with Applications Using Python Chatbots and Face, Object, and Speech Recognition With TensorFlow and Keras / by Navin Kumar Manaswi.

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...

Full description

Saved in:
Bibliographic Details
Main Author: Manaswi, Navin Kumar (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: Berkeley, CA : Apress : Imprint: Apress, 2018.
Edition:1st ed. 2018.
Series:Springer eBook Collection.
Subjects:
Artificial intelligence.
Python (Computer program language).
Big data.
Electronic resources (E-books)
Online Access:Click to view e-book
Holy Cross Note:Loaded electronically.
Electronic access restricted to members of the Holy Cross Community.
Table of 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. .

Similar Items