Big Data Fundamentals

开始时间: 04/22/2022 持续时间: 10 weeks

所在平台: EdxArchive 课程类别: 其他类别 大学或机构: AdelaideX 授课老师： Dr. Frank Neumann

课程主页: https://www.edx.org/archive/big-data-fundamentals-adelaidex-bigdatax

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课程详情

Organizations now have access to massive amounts of data and it’s influencing the way they operate. They are realizing in order to be successful they must leverage their data to make effective business decisions.

In this course, part of the Big Data MicroMasters program, you will learn how big data is driving organisational change and the key challenges organizations face when trying to analyse massive data sets.

You will learn fundamental techniques, such as data mining and stream processing. You will also learn how to design and implement PageRank algorithms using MapReduce, a programming paradigm that allows for massive scalability across hundreds or thousands of servers in a Hadoop cluster. You will learn how big data has improved web search and how online advertising systems work.

By the end of this course, you will have a better understanding of the various applications of big data methods in industry and research.

课程大纲

• Knowledge and application of MapReduce
• Understanding the rate of occurrences of events in big data
• How to design algorithms for stream processing and counting of frequent elements in Big Data
• Understand and design PageRank algorithms
• Understand underlying random walk algorithms

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