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Artificial Intelligence By Example

Artificial Intelligence By Example - Second Edition

By : Denis Rothman
4.6 (17)
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Artificial Intelligence By Example

Artificial Intelligence By Example

4.6 (17)
By: Denis Rothman

Overview of this book

AI has the potential to replicate humans in every field. Artificial Intelligence By Example, Second Edition serves as a starting point for you to understand how AI is built, with the help of intriguing and exciting examples. This book will make you an adaptive thinker and help you apply concepts to real-world scenarios. Using some of the most interesting AI examples, right from computer programs such as a simple chess engine to cognitive chatbots, you will learn how to tackle the machine you are competing with. You will study some of the most advanced machine learning models, understand how to apply AI to blockchain and Internet of Things (IoT), and develop emotional quotient in chatbots using neural networks such as recurrent neural networks (RNNs) and convolutional neural networks (CNNs). This edition also has new examples for hybrid neural networks, combining reinforcement learning (RL) and deep learning (DL), chained algorithms, combining unsupervised learning with decision trees, random forests, combining DL and genetic algorithms, conversational user interfaces (CUI) for chatbots, neuromorphic computing, and quantum computing. By the end of this book, you will understand the fundamentals of AI and have worked through a number of examples that will help you develop your AI solutions.
Table of Contents (23 chapters)
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21
Other Books You May Enjoy
22
Index

Data logging

In Chapter 15, Setting Up a Cognitive NLP UI/CUI Chatbot, we took the context of a dialog into account using follow-up intents. However, even follow-up intents will not provide solutions to unexpected answers on the part of a user.

To enhance a dialog, data logging will create a long-term memory for the chatbot by remembering the key aspects of a dialog.

A user and a Dialogflow designer have to agree to the terms of the Google Dialogflow data logging features, as described on this page: https://cloud.google.com/dialogflow/docs/data-logging.

Privacy is a serious matter. However, you will notice that when you use a search engine for a given product, you end up viewing or receiving ads related to the search. This is data logging.

Making this decision depends on your goal and target audience. Suppose the user accepts the terms of the agreement. Now, data logging is activated. Then, data logging will provide the chatbot with long-term memory.

...
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Artificial Intelligence By Example
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