{ "item_title" : "Python Artificial Intelligence Projects for Beginners", "item_author" : [" Joshua Eckroth "], "item_description" : "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", "item_img_path" : "https://covers3.booksamillion.com/covers/bam/1/78/953/946/1789539463_b.jpg", "price_data" : { "retail_price" : "26.99", "online_price" : "26.99", "our_price" : "26.99", "club_price" : "26.99", "savings_pct" : "0", "savings_amt" : "0.00", "club_savings_pct" : "0", "club_savings_amt" : "0.00", "discount_pct" : "10", "store_price" : "" } }

Overview

Customers Also Bought

Details