本書內(nèi)容包括大數(shù)據(jù)基礎(chǔ)、大數(shù)據(jù)的應(yīng)用、大數(shù)據(jù)的類型、數(shù)據(jù)建模、數(shù)據(jù)采集、云存儲、數(shù)據(jù)庫、數(shù)據(jù)倉庫、數(shù)據(jù)提取、數(shù)據(jù)轉(zhuǎn)換和加載、大數(shù)據(jù)分析工具及其主要功能、數(shù)據(jù)挖掘、數(shù)據(jù)挖掘算法、大數(shù)據(jù)編程語言、Spark、數(shù)據(jù)可視化及其工具、大數(shù)據(jù)與云計算、大數(shù)據(jù)安全的挑戰(zhàn)與解決方案、大數(shù)據(jù)與隱私等。
全書共10個單元,每一單元包括課文、單詞、詞組、縮略語、習(xí)題、參考譯文、閱讀材料。附錄A“大數(shù)據(jù)專業(yè)英語詞匯特點及翻譯技巧”可以幫助讀者記憶和翻譯專業(yè)詞匯;附錄B、附錄C、附錄D既可用于復(fù)習(xí)和背誦,也可作為小詞典長期查閱。本書課文配有音頻材料,掃描二維碼即可收聽。
本書既可作為高等院校本、?拼髷(shù)據(jù)及相關(guān)專業(yè)的專業(yè)英語教材,也可作為相關(guān)從業(yè)人員自學(xué)的參考書,還可作為培訓(xùn)班的培訓(xùn)用書。
前言
Unit 11
Text A:Big Data Basics1
New Words4
Phrases6
Abbreviations6
Reference Translation6
Text B:Applications of Big Data9
New Words11
Phrases12
Reference Translation12
Exercises14
Reading Material:The Future of Big Data16
Unit 219
Text A:Structured Data, Unstructured Data and Semi-structured Data19
New Words23
Phrases25
Abbreviations26
Reference Translation26
Text B:Data Modeling30
New Words32
Phrases33
Abbreviations34
Reference Translation34
Exercises35
Reading Material:Data Structure38
Unit 341
Text A:Data Collection41
New Words43
Phrases44
Abbreviations45
Reference Translation45
Text B:Cloud Storage47
New Words50
Phrases51
Abbreviations51
Reference Translation52
Exercises54
Reading Material:Data Center57
Unit 461
Text A:Database61
New Words64
Phrases65
Abbreviations66
Reference Translation66
Text B:Data Warehouse69
New Words71
Phrases72
Abbreviations72
Reference Translation72
Exercises74
Reading Material:What Is a Data Mart77
Unit 581
Text A:ETL81
New Words84
Phrases86
Abbreviations86
Reference Translation87
Text B:Big Data Analytics Tools and Their Key Features90
New Words93
Phrases94
Abbreviations94
Reference Translation94
Exercises97
Reading Material:Big Data as a Service (BDaaS)100
Unit 6103
Text A:Data Mining103
New Words106
Phrases108
Abbreviations108
Reference Translation108
Text B:Top 10 Most Common Data Mining Algorithms110
New Words112
Phrases113
Abbreviations114
Reference Translation114
Exercises115
Reading Material:Applications of Data Mining118
Unit 7122
Text A:Five Programming Languages for Big Data122
New Words125
Phrases125
Abbreviations126
Reference Translation126
Text B:Apache Spark128
New Words131
Phrases132
Abbreviations133
Reference Translation133
Exercises135
Reading Material:Hadoop138
Unit 8141
Text A:Data Visualization141
New Words144
Phrases145
Reference Translation145
Text B:10 Best Data Visualization Tools147
New Words150
Phrases150
Abbreviations151
Reference Translation151
Exercises153
Reading Material:25 Tips for Data Visualization Design156
Unit 9159
Text A:Big Data Cloud159
New Words162
Phrases163
Abbreviations164
Reference Translation164
Text B:What Is Cloud167
New Words170
Phrases171
Abbreviations171
Reference Translation171
Exercises174
Reading Material:Do You Want to Be a Big Data Analyst177
Unit 10180
Text A:Big Data Security180
New Words183
Phrases185
Abbreviations185
Reference Translation186
Text B:Big Data Privacy188
New Words190
Phrases191
Abbreviations192
Reference Translation192
Exercises194
Reading Material:Measures to Protect Big Data Security and Privacy197
附錄199
附錄A 大數(shù)據(jù)專業(yè)英語詞匯特點及翻譯技巧199
附錄B 單詞表201
附錄C 詞組表222
附錄D 縮寫表233