MARC details
| 000 -LEADER |
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| fixed length control field |
05342cam a2200685Ii 4500 |
| 001 - CONTROL NUMBER |
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| control field |
ocn953616445 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
OCoLC |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20220712034612.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION |
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| fixed length control field |
m o d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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| fixed length control field |
cr unu|||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
160715s2016 enka o 001 0 eng d |
| 040 ## - CATALOGING SOURCE |
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| Original cataloging agency |
UMI |
| Language of cataloging |
eng |
| Description conventions |
rda |
| -- |
pn |
| Transcribing agency |
UMI |
| Modifying agency |
OCLCF |
| -- |
YDXCP |
| -- |
IDEBK |
| -- |
DEBSZ |
| -- |
DEBBG |
| -- |
N$T |
| -- |
OCLCQ |
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CEF |
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AGLDB |
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IGB |
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STF |
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QGK |
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OCLCO |
| 019 ## - |
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| -- |
953054108 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781785885266 |
| Qualifying information |
(electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
178588526X |
| Qualifying information |
(electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| Cancelled/invalid ISBN |
9781785880889 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| Cancelled/invalid ISBN |
1785880888 |
| 029 1# - (OCLC) |
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| OCLC library identifier |
CHVBK |
| System control number |
374268401 |
| 029 1# - (OCLC) |
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| OCLC library identifier |
CHBIS |
| System control number |
010737251 |
| 029 1# - (OCLC) |
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| OCLC library identifier |
DEBSZ |
| System control number |
480371350 |
| 029 1# - (OCLC) |
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| OCLC library identifier |
DEBBG |
| System control number |
BV043969769 |
| 029 1# - (OCLC) |
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| OCLC library identifier |
DEBSZ |
| System control number |
48580297X |
| 029 1# - (OCLC) |
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| OCLC library identifier |
GBVCP |
| System control number |
88275775X |
| 035 ## - SYSTEM CONTROL NUMBER |
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| System control number |
(OCoLC)953616445 |
| Canceled/invalid control number |
(OCoLC)953054108 |
| 037 ## - SOURCE OF ACQUISITION |
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| Stock number |
CL0500000762 |
| Source of stock number/acquisition |
Safari Books Online |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
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| Classification number |
QA76.73.S28 |
| 072 #7 - SUBJECT CATEGORY CODE |
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| Subject category code |
COM |
| Subject category code subdivision |
000000 |
| Source |
bisacsh |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
006.31 |
| 049 ## - LOCAL HOLDINGS (OCLC) |
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| Holding library |
MAIN |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Kozlov, Alex, |
| Relator term |
author. |
| 9 (RLIN) |
771149 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Mastering Scala machine learning : |
| Remainder of title |
advance your skills in efficient data analysis and data processing using the powerful tools of Scala, Spark, and Hadoop / |
| Statement of responsibility, etc |
Alex Kozlov. |
| 246 30 - VARYING FORM OF TITLE |
|---|
| Title proper/short title |
Advance your skills in efficient data analysis and data processing using the powerful tools of Scala, Spark, and Hadoop |
| 264 #1 - |
|---|
| -- |
Birmingham, UK : |
| -- |
Packt Publishing, |
| -- |
2016. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 online resource (1 volume) : |
| Other physical details |
illustrations |
| 336 ## - |
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| -- |
text |
| -- |
txt |
| -- |
rdacontent |
| 337 ## - |
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| -- |
computer |
| -- |
c |
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rdamedia |
| 338 ## - |
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| -- |
online resource |
| -- |
cr |
| -- |
rdacarrier |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Community experience distilled |
| 588 ## - |
|---|
| -- |
Description based on online resource; title from cover (Safari, viewed July 13, 2016). |
| 500 ## - GENERAL NOTE |
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| General note |
Includes index. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
Advance your skills in efficient data analysis and data processing using the powerful tools of Scala, Spark, and Hadoop About This Book This is a primer on functional-programming-style techniques to help you efficiently process and analyze all of your data Get acquainted with the best and newest tools available such as Scala, Spark, Parquet and MLlib for machine learning Learn the best practices to incorporate new Big Data machine learning in your data-driven enterprise to gain future scalability and maintainability Who This Book Is For Mastering Scala Machine Learning is intended for enthusiasts who want to plunge into the new pool of emerging techniques for machine learning. Some familiarity with standard statistical techniques is required. What You Will Learn Sharpen your functional programming skills in Scala using REPL Apply standard and advanced machine learning techniques using Scala Get acquainted with Big Data technologies and grasp why we need a functional approach to Big Data Discover new data structures, algorithms, approaches, and habits that will allow you to work effectively with large amounts of data Understand the principles of supervised and unsupervised learning in machine learning Work with unstructured data and serialize it using Kryo, Protobuf, Avro, and AvroParquet Construct reliable and robust data pipelines and manage data in a data-driven enterprise Implement scalable model monitoring and alerts with Scala In Detail Since the advent of object-oriented programming, new technologies related to Big Data are constantly popping up on the market. One such technology is Scala, which is considered to be a successor to Java in the area of Big Data by many, like Java was to C/C++ in the area of distributed programing. This book aims to take your knowledge to next level and help you impart that knowledge to build advanced applications such as social media mining, intelligent news portals, and more. After a quick refresher on functional programming concepts using REPL, you will see some practical examples of setting up the development environment and tinkering with data. We will then explore working with Spark and MLlib using k-means and decision trees. Most of the data that we produce today is unstructured and raw, and you will learn to tackle this type of data with advanced topics such as regression, classification, integration, and working with graph algorithms. Finally, you will discover at how to use Scala to perform complex... |
| 590 ## - LOCAL NOTE (RLIN) |
|---|
| Local note |
eBooks on EBSCOhost |
| Provenance (VM) [OBSOLETE] |
EBSCO eBook Subscription Academic Collection - Worldwide |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Scala (Computer program language) |
| 9 (RLIN) |
376870 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Machine learning. |
| 9 (RLIN) |
90912 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Electronic data processing. |
| 9 (RLIN) |
42124 |
| 650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Scala (Langage de programmation) |
| 9 (RLIN) |
877832 |
| 650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Apprentissage automatique. |
| 9 (RLIN) |
869505 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
COMPUTERS / General |
| Source of heading or term |
bisacsh |
| 9 (RLIN) |
63274 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Electronic data processing. |
| Source of heading or term |
fast |
| -- |
(OCoLC)fst00906956 |
| 9 (RLIN) |
42124 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Machine learning. |
| Source of heading or term |
fast |
| -- |
(OCoLC)fst01004795 |
| 9 (RLIN) |
90912 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Scala (Computer program language) |
| Source of heading or term |
fast |
| -- |
(OCoLC)fst01763491 |
| 9 (RLIN) |
376870 |
| 655 #4 - INDEX TERM--GENRE/FORM |
|---|
| Genre/form data or focus term |
Electronic books. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Display text |
Print version: |
| International Standard Book Number |
1785880888 |
| -- |
9781785880889 |
| Record control number |
(OCoLC)948336708 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Community experience distilled. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
<a href="https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1261892">https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1261892</a> |
| 938 ## - |
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YBP Library Services |
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YANK |
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13057685 |
| 938 ## - |
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| -- |
ProQuest MyiLibrary Digital eBook Collection |
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IDEB |
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cis34514609 |
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EBSCOhost |
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EBSC |
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1261892 |
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92 |
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INOPJ |
