大数据分析

Big Data Analytics

Get a practical insight into big data – and popular tools for collecting, analysing and visualising it – with this flexible program of online courses from Queensland University of Technology.

FL主题课程计算机大数据
275 次查看
昆士兰科技大学
FutureLearn
  • 完成时间大约为 12
  • 混合难度
  • 英语
注:本课程由FutureLearn和Linkshare共同提供,因开课平台的各种因素变化,以上开课日期仅供参考

你将学到什么

identify big data application areas;

use big data frameworks;

model and analyse data by applying selected techniques;

demonstrate an integrated approach to big data;

and participate effectively in a team working with big data experts.

课程概况

Gain the big data analytics skills that are in demand today

Big data is a fast-growing field and skills in the area are some of the most in demand today.

The Big Data Analytics program from Queensland University of Technology (QUT) comprises four online courses that each look at a different element of big data.

You’ll begin by examining how big data is collected and stored, before going on to explore how statistical inference, machine learning, mathematical modelling and data visualisation are used in its analysis.

You’ll become familiar with predictive analysis, dimension reduction, machine learning, clustering techniques and decision trees, before going on to look at the maths that underpins many of the tools you can use to manage and analyse big data.

Accessible for free on desktop, tablet or mobile and delivered in bite-sized chunks, the courses provide a flexible way to develop your big data analytics skills.

When you complete all four courses, upgrade and earn a Certificate of Achievement for each, you will receive a FutureLearn Award as proof of completing the program of study.

包含课程

Big Data: from Data to Decisions

Get a practical insight into big data analytics, and popular tools and frameworks for collecting, storing and managing data.

Big Data: Statistical Inference and Machine Learning

Learn how to apply selected statistical and machine learning techniques and tools to analyse big data.

Big Data: Mathematical Modelling

Learn how to apply selected mathematical modelling methods to analyse big data in this free online course.

Big Data: Data Visualisation

Data visualisation is vital in bridging the gap between data and decisions. Discover the methods, tools and processes involved.

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