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)

Generate profit with transfer learning

When it comes to reasoning and thinking in general, we use mental images with some words. Our thoughts contain concepts, on which we build solutions. The trained model of Chapter 9, Getting Your Neurons to Work, can now classify images of a certain type. In this section, the trained model will be loaded and then generalized through transfer learning to classify similar images.

The motivation of transfer learning

Transfer learning provides a cost-effective way of using trained models for other purposes within the same company, such as the food processing company described in Chapter 9, Getting Your Neurons to Work. This chapter describes how this food processing company used the model...