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)

Adding an SVM function

The self-driving car has delivered its packages to the shelters. Now it has to find a parking lot and park there. Instead of having a base like many other systems, this saves Iotham City many useless trips.

Motivation – using an SVM to increase safety levels

The support vector system adds a new function to itinerary calculations—safety.

Most systems such as Google Maps focus on:

  • Shortest trip
  • Fastest trip
  • Traffic

However, self-driving cars have to take extra precautions. In fact, many humans do not feel secure on some roads. Iotham City has a good management policy. Safety will come first, no matter what. Once a suitable parking lot has been found, the SVM has to avoid traffic.

The goal...