|
|
|
本書內容包括大資料基礎、大資料的應用、大資料的類型、資料建模、資料獲取、雲存儲、資料庫、資料倉庫、資料提取、資料轉換和載入、大資料分析工具及其主要功能、資料採擷、資料採擷演算法、大資料程式設計語言、Spark、資料視覺化及其工具、大資料與雲計算、大資料安全的挑戰與解決方案、大資料與隱私等。
全書共10個單元，每一單元包括課文、單詞、片語、縮略語、習題、參考譯文、閱讀材料。附錄A“大資料專業英語詞彙特點及翻譯技巧”可以幫助讀者記憶和翻譯專業詞彙；附錄B、附錄C、附錄D既可用於複習和背誦，也可作為小詞典長期查閱。本書課文配有音訊材料，掃描二維碼即可收聽。
本書既可作為高等院校本、專科大資料及相關專業的專業英語教材，也可作為相關從業人員自學的參考書，還可作為培訓班的培訓用書。
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 大資料專業英語詞彙特點及翻譯技巧199
附錄B 單詞表201
附錄C 片語表222
附錄D 縮寫表233
