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Big Data in Education

Big Data in Education

Learn how and when to use key methods for educational data mining and learning analytics on large-scale educational data.

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Course Highlights

  • Pursue a Verified Certificate to highlight the knowledge and skills you gain

  • Learn from eminent experts

  • Career Building Sessions

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Mode of learning: Offline self study

Course Overview

What are the course deliverables ?
  • Key methods for educational data mining

  • How to apply methods using standard tools such as RapidMiner

  • How to use methods to answer practical educational questions

  • Add a verified certificate for INR 2128

More about this course
  • Education is increasingly occurring online or in educational software, resulting in an explosion of data that can be used to improve educational effectiveness and support basic research on learning.In this course, you will learn how and when to use key methods for educational data mining and learning analytics on this data. You will learn about the methods being developed by researchers in the educational data mining, learning analytics, learning at scale, student modeling, and artificial intelligence in education communities, as well as standard data mining methods frequently applied to educational data. You will learn how to apply these methods, and when to apply them, as well as their strengths and weaknesses for different applications.

Eligibility
  • Basic knowledge of statistics, data mining, mathematical modeling, or algorithms is recommended. Experience with programming is not required.

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No, course fees is Non-refundable and non-exchangeable.
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