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Data Analytics - Mining and Analysis of Big Data

Learn the most effective and simple methods of mining and analysing big data, from the four V’s to clustering procedures

Data Science
Free Course
Most modern companies have mountains of data available to them, but don’t know what to do with it. Huge spreadsheets of numbers might contain the crucial pieces of information a company needs to build a powerful business strategy, and the people who can find that information are essential for a company’s success. This course will show you the best techniques used to analyse and interpret big data, so that you can become that essential employee.
  • Duration

    2-3 Hours
  • Assessment

    Yes
  • Certification

    Yes
  • Publisher

    NPTEL

Description

Outcome

Certification

View course modules

Description

The course begins by introducing you to the four V’s of big data. You will first learn about associative rule mining and when the association technique can be applied. This will include a clear overview of the key patterns that arise in mining. Next, you will learn about clustering analysis for big data. Here, the course will examine the difference between clustering and classification and guide you through the different types of clustering, including K-means clustering and K-meloids.

Next, you will learn about online and active learning. This will include a section covering experimentation in big data and the difference between an online and offline context of data creation. You will then be introduced to the concept of stochastic multi-choice problems and will be shown key techniques for navigating these problems. Finally, you will be introduced to the n-arm bandit problem and how to find solutions for the multi-arm bandit problem.

With big data being as important as it is for modern business, understanding data science and big data mining will make you a very valuable employee and bring your business to new heights. This free course will give you the skills you need to bring advanced data analysis to whatever business you are working with. So get started, and in just 3 hours you’ll have gained a great boost for your résumé and your career development.

 

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Learning Outcomes

Having completed this course you will be able to: - Define association rule mining. - Explain mining frequent patterns and rules. - List when association rules can be applied. - Define the apriori algorithm. - List the four V’s of big data. - Explain why social media data can be hard to disambiguate . - Distinguish between clustering and classification. - Explain why clustering is used. - List the different types of clustering. - Define K-Means clustering. - Explain k-meloids. - Distinguish between online and offline context of creating data. - Define what stochastic multi-choice problems are. - Explain the n-arm bandit problem. - Describe some solutions for the multi-arm bandit problem.

Certification

All Alison courses are free to enrol, study and complete. To successfully complete this Certificate course and become an Alison Graduate, you need to achieve 80% or higher in each course assessment. Once you have completed this Certificate course, you have the option to acquire official Certification, which is a great way to share your achievement with the world. Your Alison Certification is:

Ideal for sharing with potential employers - include it in your CV, professional social media profiles and job applications
An indication of your commitment to continuously learn, upskill and achieve high results
An incentive for you to continue empowering yourself through lifelong learning

Alison offers 3 types of Certification for completed Certificate courses:

Digital Certificate - a downloadable Certificate in PDF format, immediately available to you when you complete your purchase
Certificate - a physical version of your officially branded and security-marked Certificate, posted to you with FREE shipping
Framed Certificate - a physical version of your officially branded and security-marked Certificate in a stylish frame, posted to you with FREE shipping

All Certification is available to purchase through the Alison Shop. For more information on purchasing Alison Certification, please visit our faqs. If you decide not to purchase your Alison Certification, you can still demonstrate your achievement by sharing your Learner Record or Learner Achievement Verification, both of which are accessible from your Dashboard. For more details on our Certification pricing, please visit our Pricing Page.

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