大数据英语实用教程

Text A What Is Big Data? 1 New Words 4 Phrases 6 Abbreviations 7 Analysis of Difficult Sentences 7 参考译文：什么是大数据？ 8 Text B Structured Data, Unstructured Data and Semi-structured Data 11 New Words 15 Phrases 17 Abbreviations 18 参考译文：结构化数据、非结构化数据和半结构化数据 18 Exercises 22 Reading Material Top 9 Big Data Applications Across Industries 24 Text A Database Basics 28 New Words 30 Phrases 31 Abbreviations 31 Analysis of Difficult Sentences 32 参考译文：数据库基础 32 Text B What Is a Data Warehouse? 34 New Words 38 Phrases 39 Abbreviations 40 参考译文：什么是数据仓库？ 40 Exercises 42 Reading Material Data Mart 44 Text A Data Collection 49 New Words 52 Phrases 53 Analysis of Difficult Sentence 54 参考译文：数据收集 54 Text B 5 Reasons Why You Should Store Big Data in the Cloud 57 New Words 59 Phrases 60 Abbreviations 60 参考译文：应将大数据存储在云中的5个原因 60 Exercises 62 Reading Material Big Data Backup 64 Text A Data Preprocessing 67 New Words 71 Phrases 72 Abbreviations 73 Analysis of Difficult Sentence 73 参考译文：数据预处理 74 Text B Data Transformation 77 New Words 79 Phrases 81 Abbreviations 81 参考译文：数据转换 81 Exercises 84 Reading Material Big Data and Machine Learning 85 Text A ELT 90 New Words 93 Phrases 94 Abbreviations 95 Analysis of Difficult Sentence 95 参考译文：提取、加载和转换 96 Text B Big Data Analytics 99 New Words 102 Phrases 103 参考译文：大数据分析 104 Exercises 106 Reading Material Skills Needed by a Data Analyst 108 Text A Data Mining 113 New Words 116 Phrases 117 Abbreviations 118 Analysis of Difficult Sentences 118 参考译文：数据挖掘 119 Text B Best Data Mining Tools 121 New Words 126 Phrases 126 Abbreviations 127 参考译文：*佳数据挖掘工具 127 Exercises 131 Reading Material Data Lake 133 Text A Some Popular Data Science Programming Languages 137 New Words 140 Phrases 141 Abbreviations 142 Analysis of Difficult Sentences 142 参考译文：一些流行的数据科学编程语言 143 Text B Hadoop vs. Spark 145 New Words 150 Phrases 151 Abbreviations 151 参考译文：Hadoop与Spark 151 Exercises 155 Reading Material Hadoop Big Data Processing 157 Text A Data Visualization 162 New Words 166 Phrases 167 Abbreviations 168 Analysis of Difficult Sentences 168 参考译文：数据可视化 169 Text B 10 Best Data Visualization Tools 172 New Words 175 Phrases 176 Abbreviations 176 参考译文：10个*佳数据可视化工具 177 Exercises 180 Reading Material Top 9 Job Roles in the World of Data Science 182 Text A Big Data Security 186 New Words 190 Phrases 192 Abbreviations 192 Analysis of Difficult Sentences 192 参考译文：大数据安全 193 Text B Data Protection and Data Privacy 196 New Words 200 Phrases 201 Abbreviations 201 参考译文：数据保护和数据隐私 201 Exercises 204 Reading Material Big Data Privacy 206 Text A 10 Big Data Trends 210 New Words 213 Phrases 215 Analysis of Difficult Sentences 215 参考译文：大数据十大趋势 216 Text B Big Data in the Cloud 219 New Words 222 Phrases 223 Abbreviations 223 参考译文：云中的大数据 223 Exercises 226 Reading Material Skills Required to Become a Big Data Developer 228