Book Image

Artificial Intelligence By Example - Second Edition

By : Denis Rothman
Book Image

Artificial Intelligence By Example - Second Edition

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)
21
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22
Index

Chapter 6 – Innovating AI with Google Translate

  1. Is it better to wait until you have a top-quality product before putting it on the market? (Yes | No)

    The answer is yes, and no. Context is everything. In the early 21st century, Airbus was struggling to complete the A380, the largest ever passenger airplane. Their engineers worked on hundreds of improvements before transporting commercial passengers. We would expect no less!

    In the case of Google Translate, it is a massive no. By putting Google Translate online and providing an API, Google encouraged thousands of AI developers, linguists, consultants, and users to provide feedback and improvements. Furthermore, Google, once again, occupies a large share of the web market.

  2. Considering the investment made, a new product should always be priced high to reach the top segment of the market. (Yes | No)

    The answer is yes and no. Again, context determines the answer. When Ferrari...