Learn PySpark: (Record no. 222660)

MARC details
000 -LEADER
fixed length control field 03114nam a22005295i 4500
001 - CONTROL NUMBER
control field ssj0002239821
003 - CONTROL NUMBER IDENTIFIER
control field WaSeSS
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20250110114257.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
fixed length control field m d
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr n
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 190906s2019 xxu| o |||| 0|eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781484249604
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1007/978-1-4842-4961-1
Source of number or code doi
040 ## - CATALOGING SOURCE
Modifying agency WaSeSS
Transcribing agency AIMIT LIBRARY
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA76.73.P98
072 #7 - SUBJECT CATEGORY CODE
Subject category code UMX
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code COM051360
Source bisacsh
072 #7 - SUBJECT CATEGORY CODE
Subject category code UMX
Source thema
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 005.76821
Edition number 1
Item number SINP
092 ## - LOCALLY ASSIGNED DEWEY CALL NUMBER (OCLC)
Classification number EBOOK
999 ## - SYSTEM CONTROL NUMBERS (KOHA)
Koha Dewey Subclass [OBSOLETE] 03654381
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Singh, Pramod.
9 (RLIN) 32236
245 10 - TITLE STATEMENT
Title Learn PySpark:
Remainder of title build python-based machine learning and deep learning models /
Statement of responsibility, etc. By Pramod Singh.
250 ## - EDITION STATEMENT
Edition statement 1st ed.
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. New York :
Name of publisher, distributor, etc. Apress ,
Date of publication, distribution, etc. 2019.
300 ## - PHYSICAL DESCRIPTION
Extent xviii,210p. ;
Dimensions 23 cm.
347 ## - DIGITAL FILE CHARACTERISTICS
File type text file
Encoding format PDF
Source rda
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Chapter 1: Introduction to PySpark -- Chapter 2: Data Processing -- Chapter 3: Spark Structured Streaming -- Chapter 4: Airflow -- Chapter 5: Machine Learning Library (MLlib) -- Chapter 6: Supervised Machine Learning -- Chapter 7: Unsupervised Machine Learning -- Chapter 8: Deep Learning Using PySpark.
506 ## - RESTRICTIONS ON ACCESS NOTE
Terms governing access Requires an SPL library card.
520 ## - SUMMARY, ETC.
Summary, etc. Leverage machine and deep learning models to build applications on real-time data using PySpark. This book is perfect for those who want to learn to use this language to perform exploratory data analysis and solve an array of business challenges. You'll start by reviewing PySpark fundamentals, such as Spark's core architecture, and see how to use PySpark for big data processing like data ingestion, cleaning, and transformations techniques. This is followed by building workflows for analyzing streaming data using PySpark and a comparison of various streaming platforms. You'll then see how to schedule different spark jobs using Airflow with PySpark and book examine tuning machine and deep learning models for real-time predictions. This book concludes with a discussion on graph frames and performing network analysis using graph algorithms in PySpark. All the code presented in the book will be available in Python scripts on Github.
538 ## - SYSTEM DETAILS NOTE
System details note Mode of access: World Wide Web.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Python (Computer program language)
9 (RLIN) 32237
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Big data
9 (RLIN) 32238
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Machine learning
9 (RLIN) 32239
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Open source software
9 (RLIN) 32240
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Computer programming
9 (RLIN) 32241
655 #7 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
Source of term local
9 (RLIN) 32242
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element SpringerLink (Online service)
9 (RLIN) 32243
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element O'Reilly (Firm)
9 (RLIN) 32244
710 20 - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element Serials Solutions
9 (RLIN) 32245
773 0# - HOST ITEM ENTRY
Title Springer eBooks
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Printed edition:
International Standard Book Number 9781484249604
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Printed edition:
International Standard Book Number 9781484249628
856 40 - ELECTRONIC LOCATION AND ACCESS
Link text View this electronic item in O'Reilly Online Learning: Academic/Public Library Edition.
Uniform Resource Identifier <a href="https://ezproxy.spl.org/login?url=https://learning.oreilly.com/library/view/~/9781484249611/?ar">https://ezproxy.spl.org/login?url=https://learning.oreilly.com/library/view/~/9781484249611/?ar</a>
Public note An e-book available through full-text database.
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Book
Edition 1st
Call number prefix 005.76821 SINP
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Current library Date acquired Source of acquisition Cost, normal purchase price Inventory number Total Checkouts Full call number Barcode Date last seen Date last checked out Cost, replacement price Price effective from Koha item type
    Dewey Decimal Classification     MCA St Aloysius Institute of Management & Information Technology St Aloysius Institute of Management & Information Technology 03/24/2022 Biblios Book Point 699.00 Bill no:6623; Bill dt:2022-03-23 4 005.76821 SINP MCA17056 07/21/2025 01/03/2025 559.20 04/27/2022 Book
    Dewey Decimal Classification     MCA St Aloysius Institute of Management & Information Technology St Aloysius Institute of Management & Information Technology 01/06/2025 Biblios Book Point 699.00 Bill no: 5885;Bill dt: 2025/01/1   005.76821 SINP MCA17276 07/21/2025   559.00 01/10/2025 Book