Book Image

Artificial Intelligence By Example

By : Denis Rothman
Book Image

Artificial Intelligence By Example

By: Denis Rothman

Overview of this book

Artificial intelligence has the potential to replicate humans in every field. Artificial Intelligence By Example serves as a starting point for you to understand how AI is built, with the help of intriguing examples and case studies. Artificial Intelligence By Example will make you an adaptive thinker and help you apply concepts to real-life scenarios. Using some of the most interesting AI examples, right from a simple chess engine to a cognitive chatbot, 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 IoT, and develop emotional quotient in chatbots using neural networks. You will move on to designing AI solutions in a simple manner rather than get confused by complex architectures and techniques. This comprehensive guide will be a starter kit for you to develop AI applications on your own. By the end of this book, you will have understood the fundamentals of AI and worked through a number of case studies that will help you develop your business vision.
Table of Contents (19 chapters)

Building a mind

The following method represents a starting point to build a mind in a machine.

It is based on a cognitive NLP chatbot I successfully delivered many years ago. It was designed for language teaching and would teach a student, but more importantly, it would learn who that student was by memorizing the chats and storing words, images, and sounds. The bot would know more about the student after each session and ask questions about past conversations.

A random memory sentence was produced among many, such as:

Oh, I remember you. You like.....

Then the profile dataset of the person was used to add:

Oh, I remember you. You like + football

The voice was digitized (and a bit bumpy because of intonation problems), but it scared one of the first users enough to make the student stand up and go look to see if there was somebody behind the computer playing a prank.

I had to...