Data Analytics - Mining and Analysis of Big Data

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Start Date On demand
Data Analytics - Mining and Analysis of Big Data

Course Details

Cost

FREE,
Add a Verified Certificate for €21

Upcoming Schedule

  • On demand

Course Provider

Alison online courses
Welcome to ALISON – a three million-strong, global online learning community, filled with free, high-quality resources to help you develop essential, certified workplace skills. ALISON was founded in 2007 by global leader and innovator Mike Feerick. Our mission at ALISON is simple: to enable you, wherever you are in the world, to learn and get certified – at your own pace – using our free, interactive, multimedia. There are 600 free courses for you to choose from: * Finan...
Welcome to ALISON – a three million-strong, global online learning community, filled with free, high-quality resources to help you develop essential, certified workplace skills. ALISON was founded in 2007 by global leader and innovator Mike Feerick. Our mission at ALISON is simple: to enable you, wherever you are in the world, to learn and get certified – at your own pace – using our free, interactive, multimedia. There are 600 free courses for you to choose from: * Financial & Economic Literacy * Digital Literacy & IT Skills * Diploma Courses * Health Literacy * Health & Safety (Irish Legislation Only) ALISON is for anyone taking their first step to a new job, and for everyone taking their next step to a better job. ALISON is as individual as you are. Our materials will help you to develop your creativity, confidence and competence for work, and to be as contented and productive as you can be in the world of work. Every course is standards-based and certified. That means bragging rights with family and friends, an edge in your first job or new job, and inspiration to be all you can be. So now get ready for a bright new future!

Provider Subject Specialization
Humanities
Business & Management
17 reviews

Course Description

In this free data analysis course Data Analytics - Mining and Analysis of Big Data you will be introduced to the concept of big data and to a number of techniques that are used to analyse and interpet big data.

The course begins by introducing you to big data and lists the four V’s of big data. You will learn about associative rule mining, and about when association can be applied and the patterns that arise in mining.

Next, you will learn about clustering analysis. You will examine the difference between clustering and classification and the different types of clustering. You will also learn about K-means clustering and K-meloids.

Finally, you will learn about online and active learning. You will learn about experimentation and the difference between an online and offline context of creating data. You will be introduced to the n-arm bandit problem and how to find solutions for the multi-arm bandit problem.

This free online course wi...

In this free data analysis course Data Analytics - Mining and Analysis of Big Data you will be introduced to the concept of big data and to a number of techniques that are used to analyse and interpet big data.

The course begins by introducing you to big data and lists the four V’s of big data. You will learn about associative rule mining, and about when association can be applied and the patterns that arise in mining.

Next, you will learn about clustering analysis. You will examine the difference between clustering and classification and the different types of clustering. You will also learn about K-means clustering and K-meloids.

Finally, you will learn about online and active learning. You will learn about experimentation and the difference between an online and offline context of creating data. You will be introduced to the n-arm bandit problem and how to find solutions for the multi-arm bandit problem.

This free online course will be of great interest to professionals involved in data science and data analysis and any learner who wants to learn more about analysing big data using mining and clustering techniques.

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