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Python Artificial Intelligence Projects for Beginners

You're reading from Python Artificial Intelligence Projects for Beginners

Product type Book

Published in Jul 2018

Publisher Packt

ISBN-13 9781789539462

Pages 162 pages

Edition 1st Edition

Languages

Concepts

Artificial Intelligence

Author (1):

Dr. Joshua Eckroth

Table of Contents (11) Chapters

Title Page

Packt Upsell

Contributors

Preface

1. Building Your Own Prediction Models

2. Prediction with Random Forests

3. Applications for Comment Classification

4. Neural Networks

5. Deep Learning

1. Other Books You May Enjoy

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Index

Chapter 1. Building Your Own Prediction Models

Our society is more technologically advanced than ever. Artificial Intelligence (AI) technology is already spreading throughout the world, replicating humankind. The intention of creating machines that could emulate aspects of human intelligence such as reasoning, learning, and problem solving gave birth to the development of AI technology. AI truly rivals human nature. In other words, AI makes a machine think and behave like a human. An example that can best demonstrate the power of this technology would be the tag suggestions or face-recognition feature of Facebook. Looking at the tremendous impact of this technology on today's world, AI will definitely become one of the greatest technologies out there in the coming years.

We are going to be experimenting with a project based on AI technology, exploring classification using machine learning algorithms along with the Python programming language. We will also explore a few examples for a better understanding.

In this chapter, we are going to explore the following interesting topics:

An overview of the classification technique
The Python scikit library

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Python Artificial Intelligence Projects for Beginners

Published in: Jul 2018 Publisher: Packt ISBN-13: 9781789539462

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Authors (1)

Dr. Joshua Eckroth

Joshua Eckroth is an Assistant Professor of Computer Science at Stetson University, where he teaches AI, big data mining and analytics, and software engineering. He earned his PhD from The Ohio State University in AI and Cognitive Science. Dr. Eckroth also serves as Chief Architect at i2k Connect, which focuses on transforming documents into structured data using AI and enriched with subject matter expertise. Dr. Eckroth has previously published two video series with Packt, Python Artificial Intelligence Projects for Beginners and Advanced Artificial Intelligence Projects with Python. His academic publications can be found on Google Scholar.

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