Big Data Analytics

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. Lewis Mitchell Dr. ​Claudia Szabo Dr. Frank Neumann

课程主页: https://www.edx.org/archive/big-data-analytics-adelaidex-analysisx

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课程详情

Gain essential skills in today’s digital age to store, process and analyse data to inform business decisions.

In this course, part of the Big Data MicroMasters program, you will develop your knowledge of big data analytics and enhance your programming and mathematical skills. You will learn to use essential analytic tools such as Hadoop, R and MOA (Massive Online Analysis).

Topics covered in this course include:

• cloud-based big data analysis;
• predictive analytics, including probabilistic and statistical models;
• application of large-scale data analysis;
• analysis of problem space and data needs;
• understanding of ethical and social concerns of data mining.

By the end of this course, you will be able to approach large-scale data science problems with creativity and initiative.

课程大纲

• How to develop algorithms for the statistical analysis of big data
• Knowledge of big data applications
• How to use fundamental principles used in predictive analytics
• Evaluate and apply appropriate principles, techniques and theories to large-scale data science problems
• Understanding of social and ethical aspects of big data mining

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