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Python Artificial Intelligence Projects for Beginners电子书

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15人正在读 | 0人评论 6.2

作       者:Joshua Eckroth

出  版  社:Packt Publishing

出版时间:2018-07-31

字       数:12.0万

所属分类: 进口书 > 外文原版书 > 电脑/网络

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Real-world examples of cross-browser, mobile, and data-driven testing with all the latest features of Selenium WebDriver 3 Key Features *Unlock the full potential of Selenium to test your web applications *Use Selenium Grid for faster, parallel running, and cross-browser testing *Test iOS and Android Apps with Appium Book Description Selenium WebDriver is an open source automation tool implemented through a browser-specific driver, which sends commands to a browser and retrieves results. The latest version of Selenium 3 brings with it a lot of new features that change the way you use and setup Selenium WebDriver. This book covers all those features along with the source code, including a demo website that allows you to work with an HMTL5 application and other examples throughout the book. Selenium WebDriver 3 Practical Guide will walk you through the various APIs of Selenium WebDriver, which are used in automation tests, followed by a discussion of the various WebDriver implementations available. You will learn to strategize and handle rich web UI using advanced WebDriver API along with real-time challenges faced in WebDriver and solutions to handle them. You will discover different types and domains of testing such as cross-browser testing, load testing, and mobile testing with Selenium. Finally, you will also be introduced to data-driven testing using TestNG to create your own automation framework. By the end of this book, you will be able to select any web application and automate it the way you want. What you will learn *Understand what Selenium 3 is and how is has been improved than its predecessor *Use different mobile and desktop browser platforms with Selenium 3 *Perform advanced actions, such as drag-and-drop and action builders on web page *Learn to use Java 8 API and Selenium 3 together *Explore remote WebDriver and discover how to use it *Perform cross browser and distributed testing with Selenium Grid *Use Actions API for performing various keyboard and mouse actions Who this book is for Selenium WebDriver 3 Practical Guide is for software quality assurance/testing professionals, software project managers, or software developers interested in using Selenium for testing their applications. Prior programming experience in Java is necessary.
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Title Page

Copyright and Credits

Python Artificial Intelligence Projects for Beginners

Packt Upsell

Why subscribe?

PacktPub.com

Contributors

About the author

Packt is searching for authors like you

Preface

Who this book is for

What this book covers

To get the most out of this book

Download the example code files

Download the color images

Conventions used

Get in touch

Reviews

Building Your Own Prediction Models

Classification overview and evaluation techniques

Evaluation

Decision trees

Common APIs for scikit-learn classifiers

Prediction involving decision trees and student performance data

Summary

Prediction with Random Forests

Random forests

Usage of random forest

Predicting bird species with random forests

Making a confusion matrix for the data

Summary

Applications for Comment Classification

Text classification

Machine learning techniques

Bag of words

Detecting YouTube comment spam

Word2Vec models

Doc2Vec

Document vector

Detecting positive or negative sentiments in user reviews

Summary

Neural Networks

Understanding neural networks

Feed-forward neural networks

Identifying the genre of a song with neural networks

Revising the spam detector to use neural networks

Summary

Deep Learning

Deep learning methods

Convolutions and pooling

Identifying handwritten mathematical symbols with CNNs

Revisiting the bird species identifier to use images

Summary

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