© 2018

Deep Learning with Applications Using Python

Chatbots and Face, Object, and Speech Recognition With TensorFlow and Keras


Table of contents

  1. Front Matter
    Pages i-xv
  2. Navin Kumar Manaswi
    Pages 1-30
  3. Navin Kumar Manaswi
    Pages 31-43
  4. Navin Kumar Manaswi
    Pages 45-56
  5. Navin Kumar Manaswi
    Pages 57-68
  6. Navin Kumar Manaswi
    Pages 69-89
  7. Navin Kumar Manaswi
    Pages 91-96
  8. Navin Kumar Manaswi
    Pages 97-104
  9. Navin Kumar Manaswi
    Pages 105-114
  10. Navin Kumar Manaswi
    Pages 115-126
  11. Navin Kumar Manaswi
    Pages 127-144
  12. Navin Kumar Manaswi
    Pages 145-170
  13. Navin Kumar Manaswi
    Pages 171-199
  14. Back Matter
    Pages 201-219

About this book


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 learning applications. Deep Learning with Applications Using Python covers topics such as chatbots, natural language processing, and face and object recognition. The goal is to equip you with the concepts, techniques, and algorithm implementations needed to create programs capable of performing deep learning.

This book covers intermediate and advanced levels of deep learning, including convolutional neural networks, recurrent neural networks, and multilayer perceptrons. It also discusses popular APIs such as IBM Watson, Microsoft Azure, and scikit-learn. 

You will:
  • Work with various deep learning frameworks such as TensorFlow, Keras, and scikit-learn.
  • Build face recognition and face detection capabilities
  • Create speech-to-text and text-to-speech functionality
  • Make chatbots using deep learning


Deep Learning TensorFlow Python Open AI Open AI Gym Keras Sci-Kit Learn

Authors and affiliations

  1. 1.BangaloreIndia

About the authors

Navin K Manaswi has been developing AI solutions/products with the use of cutting edge technologies and sciences related to artificial intelligence for many years. Having worked for consulting companies in Malaysia, Singapore and the Dubai Smart City project, he has developed a rare skill of delivering end-to-end data science solutions. He has been building solutions for video intelligence, document intelligence and human-like chatbots in his own company. 

Bibliographic information

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