Module 02 · Data Science Topics
Lesson Overview: Big Data and Data Mining课时概览：大数据与数据挖掘
In the 'Big Data and Data Mining' lesson, delve into the world of digital transformation driven by Big Data. Explore Cloud Computing's role, foundational Big Data concepts, tools like Hadoop and Spark, and gain insights into Data Mining techniques for informed decision-making.
在《大数据与数据挖掘》课程中，深入探索由大数据驱动的数字化转型世界。探讨云计算的作用、大数据基础概念、Hadoop 和 Spark 等工具，并获取数据挖掘技术的洞察，以支持明智的决策。
| Asset name and type 资产名称和类型 | Description 描述 |
|---|---|
| "How Big Data is Driving Digital Transformation" video 《大数据如何驱动数字化转型》视频 |
Explore the impact of Big Data on digital transformation. 探索大数据对数字化转型的影响。 |
| "Introduction to Cloud" video 《云计算导论》视频 |
Get introduced to the fundamentals of cloud computing. 了解云计算的基础知识。 |
| "Cloud for Data Science" video "面向数据科学的云计算"视频 |
Learn how the cloud is relevant in the field of data science. 学习云计算在数据科学领域中的相关性。 |
| "Foundations of Big Data" video "大数据基础"视频 |
Build your understanding of key Big Data concepts. 构建你对大数据关键概念的理解。 |
| "Data Scientists at New York University" video "纽约大学的数据科学家"视频 |
Discover the work of data scientists at New York University. 发现纽约大学数据科学家的工作。 |
| "What is Hadoop?" video "什么是 Hadoop？"视频 | Understand the significance of Hadoop in Big Data processing. 理解 Hadoop 在大数据处理中的重要性。 |
| "Big Data Processing Tools: Hadoop, HDFS, Hive, and Spark" video "大数据处理工具：Hadoop、HDFS、Hive 和 Spark"视频 |
Dive into the tools used for Big Data processing. 深入了解用于大数据处理的各种工具。 |
| "Data Mining" reading "数据挖掘"阅读材料 | Read an excerpt on data mining explore the principles and concepts of data mining. 阅读数据挖掘的摘录，探索数据挖掘的原理和概念。 |
| Practice quiz 练习测验 | Take a practice quiz to evaluate how well you’ve understood the material presented in this lesson. 做一次练习测验，以评估你对本课所呈现材料的理解程度。 |
| Glossary 术语表 | Use this glossary of terms to review the terminology presented in this lesson. 使用本术语表复习本课所呈现的术语。 |
| Graded quiz 评分测验 | Test your knowledge from this lesson by taking the graded quiz. 通过完成有评分的测验来检验本课程的知识。 |