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Python Artificial Intelligence Projects for Beginners in pdf

 

Download this PDF book: Python Artificial Intelligence Projects for Beginners: Get up and running with Artificial Intelligence using 8 smart and exciting AI applications 1st Edition by Dr. Joshua Eckroth

Build smart applications by implementing real-world artificial intelligence projects

Key Features

Explore a variety of AI projects with Python

Get well-versed with different types of neural networks and popular deep learning algorithms

Leverage popular Python deep learning libraries for your AI projects

Book Description

Artificial Intelligence (AI) is the newest technology that’s being employed among varied businesses, industries, and sectors. Python Artificial Intelligence Projects for Beginners demonstrates AI projects in Python, covering modern techniques that make up the world of Artificial Intelligence.

This book begins with helping you to build your first prediction model using the popular Python library, scikit-learn. You will understand how to build a classifier using an effective machine learning technique, random forest, and decision trees. 

With exciting projects on predicting bird species, analyzing student performance data, song genre identification, and spam detection, you will learn the fundamentals and various algorithms and techniques that foster the development of these smart applications. In the concluding chapters, you will also understand deep learning and neural network mechanisms through these projects with the help of the Keras library.

By the end of this book, you will be confident in building your own AI projects with Python and be ready to take on more advanced projects as you progress

What you will learn

Build a prediction model using decision trees and random forest

Use neural networks, decision trees, and random forests for classification

Detect YouTube comment spam with a bag-of-words and random forests

Identify handwritten mathematical symbols with convolutional neural networks

Revise the bird species identifier to use images

Learn to detect positive and negative sentiment in user reviews

Who this book is for

Python Artificial Intelligence Projects for Beginners is for Python developers who want to take their first step into the world of Artificial Intelligence using easy-to-follow projects. Basic working knowledge of Python programming is expected so that you’re able to play around with code

Table of Contents

Building Your Own Prediction Models

Prediction with Random Forests

Application for comment classification

Neural Networks

Deep Learning

About the Author

Joshua Eckroth is assistant professor of computer science at Stetson University, where he teaches big data mining and analytics, artificial intelligence (AI), and software engineering. 

Dr. Eckroth joined the math and computer science department at Stetson University in fall 2014. He earned his PhD from Ohio State University in AI and cognitive science, focusing on abductive reasoning and meta-reasoning.

About the book:

Publisher ‏ : ‎ Packt Publishing; 1st edition

Publication date ‏ : ‎ July 31, 2018

Language ‏ : ‎ English

Pages ‏ : ‎ 162 

File‏ : ‎ PDF, 12MB

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