Data science from scratch : (Record no. 609716)

000 -LEADER
fixed length control field 02385cam a22004817i 4500
001 - CONTROL NUMBER
control field 21347569
003 - CONTROL NUMBER IDENTIFIER
control field NUST
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20240829115951.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 191230s2019 caua b 001 0 eng d
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number 2019304439
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781492041139
Qualifying information paperback
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 1492041130
Qualifying information paperback
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)on1060198620
037 ## - SOURCE OF ACQUISITION
Stock number 107490
Source of stock number/acquisition TVG
040 ## - CATALOGING SOURCE
Original cataloging agency YDX
Language of cataloging eng
Transcribing agency YDX
Description conventions rda
Modifying agency BDX
-- OCLCQ
-- BYV
-- OCP
-- CLE
-- JRZ
-- OCLCF
-- TVG
-- VU@
-- YDXIT
-- HF9
-- DLC
042 ## - AUTHENTICATION CODE
Authentication code lccopycat
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA76.73.P98
Item number G78 2019
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 005.7565
Edition number 23
Author Mark GRU
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Grus, Joel
Titles and words associated with a name (Software engineer),
Relator term author.
9 (RLIN) 123549
245 10 - TITLE STATEMENT
Title Data science from scratch :
Remainder of title first principles with Python /
Statement of responsibility, etc. Joel Grus.
250 ## - EDITION STATEMENT
Edition statement Second edition.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Sebastopol, CA :
Name of producer, publisher, distributor, manufacturer O'Reilly Media,
Date of production, publication, distribution, manufacture, or copyright notice [2019]
300 ## - PHYSICAL DESCRIPTION
Extent xvii, 384 pages :
Other physical details illustrations ;
Dimensions 24 cm
336 ## - CONTENT TYPE
Content type term text
Content type code txt
Source rdacontent
337 ## - MEDIA TYPE
Media type term unmediated
Media type code n
Source rdamedia
338 ## - CARRIER TYPE
Carrier type term volume
Carrier type code nc
Source rdacarrier
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Includes bibliographical references and index.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Introduction -- A crash course in Python -- Visualizing data -- Linear algebra -- Statistics -- Probability -- Hypothesis and inference -- Gradient descent -- Getting data -- Working with data -- Machine learning -- k-Nearest neighbors -- Naive bayes -- Simple linear regression -- Multiple regression -- Logistic regression -- Decision trees -- Neural networks -- Deep learning -- Clustering -- Natural language processing -- Network analysis -- Recommender systems -- Databases and SQL -- MapReduce -- Data ethics -- Go forth and do data science.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Python (Computer program language)
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Database management.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Data structures (Computer science)
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Data mining.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Data mining
General subdivision Mathematics.
9 (RLIN) 123550
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Data mining.
Source of heading or term fast
Authority record control number or standard number (OCoLC)fst00887946
9 (RLIN) 125487
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Data structures (Computer science)
Source of heading or term fast
Authority record control number or standard number (OCoLC)fst00887978
9 (RLIN) 123552
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Database management.
Source of heading or term fast
Authority record control number or standard number (OCoLC)fst00888037
9 (RLIN) 125488
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Python (Computer program language)
Source of heading or term fast
Authority record control number or standard number (OCoLC)fst01084736
9 (RLIN) 123554
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element E-BOOKBANK.SEECSTEXTBOOK
9 (RLIN) 125472
856 ## - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="http://10.250.8.41:8080/xmlui/handle/123456789/41790">http://10.250.8.41:8080/xmlui/handle/123456789/41790</a>
906 ## - LOCAL DATA ELEMENT F, LDF (RLIN)
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942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Koha item type Book
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Permanent Location Current Location Date acquired Source of acquisition Total Checkouts Total Renewals Full call number Barcode Date last seen Date last checked out Price effective from Koha item type
          Central Library (CL) Central Library (CL) 06/12/2024 Golden Books Lahore 1 2 005.7565 GRU CL-1568 10/08/2025 09/07/2025 06/12/2024 Book
          Central Library (CL) Central Library (CL) 06/27/2024       280 SCB SCB-1568 06/27/2024   06/27/2024 Book
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