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)

Word embedding

The mind-dataset of X has begun to pile up a lot of data. It's time to introduce a word to vector model to determine how X sees words.

Building a mind-dataset is not like a dictionary that provides a standard definition for everybody. In this project, we want to target person X's personality.

This approach is about profiling X to understand how X perceives a word. For example, a dictionary might depict the season spring as something flowery. But X does not like spring as we have seen. X prefers autumn and its mild sadness.

So in X's dictionary, the definition of autumn is closer to satisfying than summer. This type of bot takes personal views into account to build a personal profiled mind-dataset. On the contrary, a standard dictionary would not suggest a preference between two seasons.

Word2vec will be used for customized phrases.
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