عنوان
پدید آورنده
موضوع
رده
QA76.73.P98
QA76
.
73
.
P98
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
1617295604
(Number (ISBN
9781617295607
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Data science with Python and Dask /
General Material Designation
[Book]
First Statement of Responsibility
Jesse C. Daniel.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Shelter Island, NY :
Name of Publisher, Distributor, etc.
Manning Publications,
Date of Publication, Distribution, etc.
[2019]
Date of Publication, Distribution, etc.
©2019
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource :
Other Physical Details
illustrations
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and index.
CONTENTS NOTE
Text of Note
Part 1. The building blocks of scalable computing. Why scalable computing matters -- Introducing Dask -- Part 2. Working with structured data using Dask DataFrames. Introducing Dask DataFrames -- Loading data into DataFrames -- Cleaning and transforming DataFrames -- Summarizing and analyzing DataFrames -- Visualizing DataFrames with Seaborn -- Visualizing location data with Datashader -- Part 3. Extending and deploying Dask. Working with bags and arrays -- Machine learning with Dask-ML -- Scaling and deploying Dask.
0
SUMMARY OR ABSTRACT
Text of Note
Data Science with Python and Dask teaches you to build scalable projects that can handle massive datasets. After meeting the Dask framework, you'll analyze data in the NYC Parking Ticket database and use DataFrames to streamline your process. Then, you'll create machine learning models using Dask-ML, build interactive visualizations, and build clusters using AWS and Docker.
ACQUISITION INFORMATION NOTE
Source for Acquisition/Subscription Address
Safari Books Online
Stock Number
CL0501000064
TOPICAL NAME USED AS SUBJECT
Data mining.
Electronic data processing-- Distributed processing.
Information visualization.
Python (Computer program language)
Data mining.
Electronic data processing-- Distributed processing.
Information visualization.
Python (Computer program language)
DEWEY DECIMAL CLASSIFICATION
Number
004
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA76
.
73
.
P98
PERSONAL NAME - PRIMARY RESPONSIBILITY
Daniel, Jesse C.
ORIGINATING SOURCE
Date of Transaction
20200823050603.0
Cataloguing Rules (Descriptive Conventions))
pn
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
