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
Other Books You May Enjoy
22
Index

Summary

The reliable sequence of blocks in a blockchain has opened the door to endless machine learning algorithms. Naive Bayes appears to be a practical way to start optimizing the blocks of a blockchain. It calculates correlations and makes predictions by learning the independent features of a dataset, irrespective of whether the relationship is conditional or not.

This freestyle prediction approach fits the open-minded spirit of blockchains that are being propagated by the millions today with limitless resources.

IBM Hyperledger takes blockchain's "Frontierland" development to another level with the Linux Foundation project. IBM also offers a cloud platform and services.

IBM, Microsoft, Amazon, and Google provide cloud platforms with an arsenal of disruptive machine learning algorithms. This provides a smooth approach to your market or department, along with the ability to set up a blockchain prototype online in a short space of time. With this...