Feature engineering for machine learning : (Record no. 382309)
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000 -LEADER | |
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fixed length control field | 01529cam a22003257i 4500 |
001 - CONTROL NUMBER | |
control field | 20640679 |
003 - CONTROL NUMBER IDENTIFIER | |
control field | APU |
005 - DATE AND TIME OF LATEST TRANSACTION | |
control field | 20190226074256.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
fixed length control field | 190226t20182018cc a b 001 0 eng d |
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER | |
LC control number | 2018302039 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
International Standard Book Number | 9781491953242 (pbk.) |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
International Standard Book Number | 1491953241 (pbk.) |
040 ## - CATALOGING SOURCE | |
Original cataloging agency | BTCTA |
Language of cataloging | eng |
Transcribing agency | BTCTA |
Modifying agency | WAN |
042 ## - AUTHENTICATION CODE | |
Authentication code | lccopycat |
050 00 - LIBRARY OF CONGRESS CALL NUMBER | |
Classification number | Q325.5 |
Item number | .Z44 2018 |
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Classification number | 006.31 |
Edition number | 23 |
100 1# - MAIN ENTRY--PERSONAL NAME | |
Personal name | Zheng, Alice. |
9 (RLIN) | 42364 |
245 10 - TITLE STATEMENT | |
Title | Feature engineering for machine learning : |
Remainder of title | principles and techniques for data scientists / |
Statement of responsibility, etc | Alice Zheng and Amanda Casari. |
250 ## - EDITION STATEMENT | |
Edition statement | 1st ed. |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
Place of publication, distribution, etc | Beijing : |
-- | Boston |
Name of publisher, distributor, etc | O'Reilly, |
Date of publication, distribution, etc | 2018. |
300 ## - PHYSICAL DESCRIPTION | |
Extent | xiii, 200 p.: |
Other physical details | ill. ; |
Dimensions | 24 cm |
504 ## - BIBLIOGRAPHY, ETC. NOTE | |
Bibliography, etc | Includes bibliographical references and index. |
520 ## - SUMMARY, ETC. | |
Summary, etc | Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book, youll learn techniques for extracting and transforming featuresthe numeric representations of raw datainto formats for machine-learning models. Each chapter guides you through a single data problem, such as how to represent text or image data. Together, these examples illustrate the main principles of feature engineering.-- |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | Machine learning. |
9 (RLIN) | 42365 |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical term or geographic name as entry element | Data mining. |
9 (RLIN) | 42366 |
700 1# - ADDED ENTRY--PERSONAL NAME | |
Personal name | Casari, Amanda. |
9 (RLIN) | 42367 |
906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) | |
a | 7 |
b | cbc |
c | copycat |
d | 2 |
e | ncip |
f | 20 |
g | y-gencatlg |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Source of classification or shelving scheme | |
Koha item type | Book |
Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Invoice number | Cost, normal purchase price | Total Checkouts | Total Renewals | Full call number | Barcode | Date last seen | Date checked out | Copy number | Cost, replacement price | Price effective from | Koha item type | PO number |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Not Withdrawn | Available | Not Damaged | Available for loan | Book | APU Library | APU Library | Open Shelf | 26/02/2019 | EMO | I-027511 | 176.40 | 2 | 1 | Q325.5 .Z44 2018 c.1 | 00012388 | 02/03/2020 | 24/02/2020 | 1 | 176.40 | 26/02/2019 | Staff Circulation | U-2018/12/0889 | |
Not Withdrawn | Available | Not Damaged | Available for loan | Book | APU Library | APU Library | Open Shelf | 26/02/2019 | EMO | I-027511 | 176.40 | 18 | 24 | Q325.5 .Z44 2018 c.2 | 00012389 | 22/06/2024 | 18/06/2024 | 2 | 176.40 | 26/02/2019 | General Circulation | U-2018/12/0889 |