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)

Implementing a k-means clustering solution

Pert now has a real data.csv dataset. The dataset needs to be converted into a prototype to prove the financial value of the project he has in mind. The amount of the money saved must capture the imagination of the CEO. Making a machine learning program work in a corporate environment means nothing without profit to justify its existence.

Do not speak about a project in a corporate environment without knowing how much profit it represents and the cost of getting the job done.

The vision

Pert's primary goal can be summed up in one sentence: finding profit by optimizing AGVs. Achieving that goal will lead to obtaining a budget for a full-scale project.

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