Python Artificial Intelligence Projects for Beginners

Get up and running with Artificial Intelligence using 8 smart and exciting AI applications

von Joshua Eckroth

162 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

Build smart applications by implementing real-world artificial intelligence projectsKey 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 projectsBook 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 progressWhat 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 reviewsWho 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 codeTable of Contents- Building Your Own Prediction Models- Prediction with Random Forests- Application for comment classification- Neural Networks- Deep Learning

• Themen: Informatik und Informationstechnologie Informatik Künstliche Intelligenz (KI)
• ISBN: 9781789539462
• Sprache: Englisch
• Erscheinungsdatum: 31.07.2018
• Größe: 235 x 191 mm
• Verlag: Packt Publishing