Python Artificial Intelligence Projects for Beginners: Get up and running with Artificial Intelligence using 8 smart and exciting AI applications

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

Author: Joshua Eckroth
Publisher: Packt Publishing
Published: 07/31/2018
Pages: 162
Binding Type: Paperback
Weight: 0.64lbs
Size: 9.25h x 7.50w x 0.35d
ISBN: 9781789539462

About the Author
Eckroth, Joshua: - Jeff Tang fell in love with classical AI more than two decades ago. After his MS in CS, he worked on Machine Translation for 2 years and then, to survive the long AI winter, he worked on enterprise apps, voice apps, web apps, and mobile apps at startups, AOL, Baidu, and Qualcomm. He developed a top-selling iOS app with millions of downloads and was recognized by Google as a Top Android Market Developer. He reconnected with modern AI in 2015 and knew that AI will be his passion and commitment for the next two decades. One of his favorite topics is to make AI available anytime anywhere and hence the book.

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