售 价:¥
温馨提示:数字商品不支持退换货,不提供源文件,不支持导出打印
为你推荐
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
Other Books You May Enjoy
Leave a review - let other readers know what you think
买过这本书的人还买过
读了这本书的人还在读
同类图书排行榜