The Importance of Data Analytics In LMS Application Development

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The Importance of Data Analytics In LMS
Application Development
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• The Ed-Tech industry has grown tremendously over
  recent years due to the increasing demand for
  online learning management systems (LMS). In the
  wake of the COVID-19 pandemic, LMS application
  development has become an integral part of the
  global education system. As schools, colleges,
  and universities remain shut in many parts of the
  world, LMS software solutions are empowering both
  students and educators. Experts predict that
  online learning is going to the new normal in the
  education sector for the foreseeable future. That
  said, it is critical for educators to bolster
  their online learning solutions and improve the
  quality of education they deliver.
• When it comes to improving online learning
  experiences, data analytics is of foremost
  importance for educators and LMS solution
  providers. Advanced analytics tools, powered by
  cognitive technologies, enable educational
  institutions to reduce student dropout rates by
  enhancing their overall learning experience.
  Besides, it helps them analyze the learning pace
  of their students and evaluate their academic
  performance with minimal biasing. Above all, it
  aids in shortening the learning curve of
  students, learners, and aspiring candidates for
  their comprehensive growth.

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• In this post, we shall learn the significance of
  data analytics tools in educational technology
  and related industries. Furthermore, we shall
  explore the analytics features that you must
  consider having in your eLearning platform while
  opting for LMS application development services.
  
• Analytics Features To Improve eLearning
  Experiences
• Here, we shall delineate the most crucial
  analytics features for the Ed-Tech industry that
  are conducive to delivering improved learning
  experiences. Lets move ahead and explore these
  features from an educational standpoint.
• eLearning Analytics
• Implementing data analytics features in LMS
  application development enables educators to
  monitor and analyze their students academic
  performance with ease. Analytics tools could be
  used to track students course progress and
  identify areas of improvement to drive
  comprehensive academic growth. In addition,
  ed-tech analytics aids in enhancing the
  engagement level through systematic revisions in
  eLearning content and course material.

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• Predictive Modelling
• In LMS application development, predictive
  modeling is a statistical technique that helps
  you ascertain the future performance of students
  based on their current academic records. The data
  accumulated by predictive modeling algorithms is
  further used to create a learning profile for
  every student. The profiles are created in
  accordance with the predicted learning outcomes
  of different students. In this way, we provide
  unique learning content to all students so they
  can learn and grow at their own pace.
• AI Assessment For Online Exams
• As of today, several educational institutions are
  already using AI-driven remote proctoring
  techniques to conduct online examinations. Remote
  proctoring is a computer technology that
  facilitates automated invigilation for online
  exams via web cameras. With the webcam attached
  to a computer system, the proctoring software for
  AI assessment continuously monitors the students
  activities. In doing so, it ensures that no
  unfair means are used by the student during the
  exam. In todays pandemic situation, remote
  proctoring is an effective way to conduct online
  examinations with complete sanctity and
  inviolability.

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• Adaptive Systems
• Adaptive eLearning systems use AI and machine
  learning algorithms to offer a personalized
  learning experience to every student. It renders
  the most productive learning environment where
  the LMS software automatically adjusts to the
  students existing skills and pace of learning.
  These systems are designed to collect data as
  well as process and analyze it to keep pace with
  the students learning skills and abilities. For
  instance, if a student is weak in mathematics but
  performs well in other subjects, it would alter
  the course of mathematics to start with the
  basics.
• Social Learning Analytics
• Several educational institutions equip their LMS
  software systems with social analytics tools to
  track their students activities on the web. It
  is a relatively new approach that involves
  gathering relevant data from social platforms
  where your students are currently active. Social
  learning analytics analyzes students data across
  social networks to identify their behavioral
  patterns within the learning environment. Based
  on this data, educators can create interactive
  quizzes, FAQ forms, blogs, and vlogs to engage
  learners and shorten their learning curve.

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• Key Takeaways
• Online learning has become a new normal due to
  the COVID-19 pandemic
• There has been a sharp rise in the demand for
  LMS application development services worldwide
• The Ed-Tech industry is going through rapid
  technological transformations with AI-driven
  features and analytics tools
• eLearning is likely to remain the primary
  source of education in most countries for the
  foreseeable future
• Using big data analytics tools is critical to
  enhance the quality of education and deliver
  improved learning outcomes

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• Why Choose Oodles ERP For LMS Application
  Development?
• We, at Oodles ERP, provide end-to-end LMS
  software solutions to deliver engaging eLearning
  experiences across multiple devices and
  platforms. Our development team specializes in
  implementing next-gen technologies to enhance
  online learning through interactive online
  courses, adaptive learning, and advanced data
  analytics features. Our custom LMS application
  development services are conducive to improving
  the quality of education and shortening the
  online learning curve. We have successfully built
  several full-scale LMS software applications
  using open-source platforms like Moodle and
  GoSkills. To learn more about our LMS software
  solutions, drop us a line at erp_at_oodles.io