عنوان
پدید آورنده
موضوع
رده
QA76.73.P98 .E257 2018
QA76
.
73
.
P98
.
E257
2018
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
1789538246
(Number (ISBN
1789539463
(Number (ISBN
9781789538243
(Number (ISBN
9781789539462
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Python Artificial Intelligence Projects for Beginners :
General Material Designation
[Book]
Other Title Information
Get up and Running with Artificial Intelligence Using 8 Smart and Exciting AI Applications.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Birmingham :
Name of Publisher, Distributor, etc.
Packt Publishing Ltd,
Date of Publication, Distribution, etc.
2018.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource (155 pages)
GENERAL NOTES
Text of Note
Other Books You May EnjoyIndex.
CONTENTS NOTE
Text of Note
Cover; Title Page; Copyright and Credits; Packt Upsell; Contributors; Table of Contents; Preface; Chapter 1: 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; Chapter 2: Prediction with Random Forests; Random forests; Usage of random forest; Predicting bird species with random forests; Making a confusion matrix for the data; Summary; Chapter 3: Applications for Comment Classification; Text classification.
Text of Note
Machine learning techniquesBag of words; Detecting YouTube comment spam; Word2Vec models; Doc2Vec; Document vector; Detecting positive or negative sentiments in user reviews; Summary; Chapter 4: 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; Chapter 5: Deep Learning; Deep learning methods; Convolutions and pooling; Identifying handwritten mathematical symbols with CNNs; Revisiting the bird species identifier to use images; Summary.
0
8
SUMMARY OR ABSTRACT
Text of Note
This book demonstrates AI projects in Python covering modern techniques that make up the world of Artificial Intelligence. You will come across a variety of real-world projects on classifying data, text processing techniques, deep learning and neural networks.
ACQUISITION INFORMATION NOTE
Source for Acquisition/Subscription Address
01201872
Stock Number
B11518
OTHER EDITION IN ANOTHER MEDIUM
Title
Python Artificial Intelligence Projects for Beginners : Get up and Running with Artificial Intelligence Using 8 Smart and Exciting AI Applications.
International Standard Book Number
9781789539462
TOPICAL NAME USED AS SUBJECT
Application software-- Development.
Artificial intelligence-- Data processing.
Python.
Application software-- Development.
Artificial intelligence-- Data processing.
DEWEY DECIMAL CLASSIFICATION
Number
005
.
133
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA76
.
73
.
P98
Book number
.
E257
2018
PERSONAL NAME - PRIMARY RESPONSIBILITY
Eckroth, Joshua.
ORIGINATING SOURCE
Date of Transaction
20200823060718.0
Cataloguing Rules (Descriptive Conventions))
pn
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
