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)

CRLMM applied to an automated apparel manufacturing process

With an automated planning and scheduling system, not an advanced planning and scheduling system, Amazon has brought apparel manufacturing closer to the consumer.

Artificial intelligence will boost existing processes. In this section, a DQN-CRLMM will optimize an apparel manufacturing process.

An apparel manufacturing process

Amazon's apparel manufacturing patent can be summed up as follows:

  • P1: Grouping apparel customer orders by products and sizes. This process is around since the origins of industrial apparel manufacturing centuries ago.
  • P2: Automatically cutting lays (such as cutting a circle in several pieces of paper at the same time).
  • P3: Moving the...