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

• Main Author: Manaswi, Navin Kumar (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berkeley, CA : Apress : Imprint: Apress, 2018.
• Edition: 1st ed. 2018.
• Subjects: Artificial intelligence.; Python (Computer program language).; Big data.; Artificial Intelligence.; Python.; Big Data.

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...

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. .