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Hands-On Machine Learning on Google Cloud Platform

You're reading from  Hands-On Machine Learning on Google Cloud Platform

Product type Book
Published in Apr 2018
Publisher Packt
ISBN-13 9781788393485
Pages 500 pages
Edition 1st Edition
Languages
Authors (3):
Giuseppe Ciaburro Giuseppe Ciaburro
Profile icon Giuseppe Ciaburro
V Kishore Ayyadevara V Kishore Ayyadevara
Profile icon V Kishore Ayyadevara
Alexis Perrier Alexis Perrier
Profile icon Alexis Perrier
View More author details

Table of Contents (18) Chapters

Preface 1. Introducing the Google Cloud Platform 2. Google Compute Engine 3. Google Cloud Storage 4. Querying Your Data with BigQuery 5. Transforming Your Data 6. Essential Machine Learning 7. Google Machine Learning APIs 8. Creating ML Applications with Firebase 9. Neural Networks with TensorFlow and Keras 10. Evaluating Results with TensorBoard 11. Optimizing the Model through Hyperparameter Tuning 12. Preventing Overfitting with Regularization 13. Beyond Feedforward Networks – CNN and RNN 14. Time Series with LSTMs 15. Reinforcement Learning 16. Generative Neural Networks 17. Chatbots

Chatbots fundamentals

Chat bots, or chatbots, are programs that can interact through a chat with a human being, simulating their behavior. A conversation is then established between the human and the robot. Since the first developments in computer science, in collaboration with other disciplines, scholars have tried to reproduce typically human cognitive processes through the use of machines. They are usually used for simple and repetitive activities, which may otherwise take a lot of time or which are not worth assigning a human resource.

Given their complexity, it is obvious that, in this case, you cannot speak of a satisfactory simulation of people's own behavior, but can nevertheless begin to refer to the concept of AI.

The bot can execute a scheme and show its operation. Bots can do anything, from responding to messages automatically to allowing online purchases. They...

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