Machine Learning in Educational Technology

Machine learning is bringing considerable transformation in educational technology, from a better learning experience for students to streamlining education operations. In fact, there are so many scenarios that express the major role of machine learning in the education system. Moreover, the requirement for individuals with machine learning training is increasing in multiple sectors apart from education. 

Talking about the Ed-tech industry, we can explore endless examples of machine learning proving its true potential. So if you are curious to learn the usage of machine learning in educational technology, then keep reading on. 

How much in learning is transforming education technology?

Bringing in the predictive analysis in the education system

With traditional teachers, it is common that they have opinions about the future of students without actually understanding their true potential. This sometimes leads to biased opinions due to their favoritism.

 Further, it results in moral declination in young learners. In fact, they start comparing themselves with others and think low of themselves. 

However, ML’s predictive analysis is replacing biased decisions with proof-centric information. Hence, by using machine learning in education technology, predictive analysis can screen the previous and current data of students to make their future performance predictions. 

How is predictive analysis helpful in the education system? 

It helps teachers to focus on the students who are more likely to perform poorly or drop out in the future. Hence, it allows educational officials to realize where they should put their efforts so that no student is unattended. 

To be more specific predictive analysis benefits educational institutions by adding more value and insights into the information they already have. Furthermore, with this advanced discovery, authorities lay out effective strategies for the improvement of their students’ learning capacity. 

Data from predictive analysis helps in the following:

  • Develops student retention framework.
  • Creates an inside-out educational profile of every student. 
  • Reshapes the system of enrollment management. 
  • Boost overall performance and scores of students. 

To learn about machine learning usage in other sectors as well, you can take a machine learning course from a reliable course provider. 

Increases efficiency of every aspect of educational technology

Machine learning offers a system to educate others that can wrap up most of their tasks and allow them to concentrate on the most significant issues, for example, how to impart knowledge to bigger masses. Furthermore, machine learning is eradicating the need to manage individual logs for students. 

Such automated systems reduce the workload over teachers by organizing content and daily curriculum of teachers systematically. In fact, it is one of the most significant advantages of machine learning in educational technology. 

As per the machine learning expert, teachers are now able to teach efficiently, and students’ performances are showing an incredible improvement.

Apart from this, there’s one more aspect where machine learning is playing an essential role and filling up the gap between teachers and students: now students don’t have to depend on teachers’ permission for appointments. In fact, the automatic system by machine learning can schedule it for them on the basis of the respective routine of students and teachers. 

There are so many benefits of machine learning that you can learn by taking machine learning certification. 

Here are the advantages you get from machine learning in terms of efficiency: 

  • The automated system significantly decreases the administrative burdens.
  • It enables teachers and students to focus on the most significant matters.
  • Machine learning introduces more exciting and interactive learning techniques in the classroom. 

Transforming learning with the help of smart tutors

There have always been limitations when it comes to real-world implications and practicality in traditional teachings. However, there is still room for transformation, and machine learning technology is precisely doing that. 

Machine learning is introducing smart tutors, which is slowly getting into the world of mainstream education technology. 

Today students have the advantage of experiencing lectures through smart guides, video tutorials, educational apps, flashcards, and regular assessment quizzes. 

Moreover, smart tutors make it easy for teachers and students to access multiple digital educational sources at any time and anywhere. 

Furthermore, the smart tutor also takes the form of virtual tutors, which truly defines the concept of educational technology. If you also want to participate in the evolution of machine learning, then opt for machine learning training without making any delays. 

Advantages of incorporating smart tutors in the educational system: 
  • It helps in staying ahead of your competitors in the field. 
  • It adds valuable visualization to the concept of the educational system. 
  • It provides opportunities to enhance students’ academic performance. 

Some examples of machine learning-driven platforms in the educational sector

Duolingo

Duolingo is a popular language learning application that uses a blend of machine learning and artificial intelligence algorithms to improve its language teaching procedure. 

Duolingo develops statistical profiles and techniques around a specific user’s capacity to remember and learn a new language. Further, with the help of machine learning, it examines the available data of the user and sets up a personalized learning experience. 

 Coursera

It is an artificial intelligence-powered app that connects with various educational institutions and universities to provide virtual certifications, courses and degrees in various subjects. 

Furthermore, the platform enables students to watch the lectures during the class or in advance so that they can focus on interactive learning and discussions. 

Brainly

Brainly is an eLearning platform that is suitable for teachers, students, and even parents too to request an answer to subject-related queries. Currently, the eLearning application has a vast network of students and teachers, over 350 million. 

Conclusion

The application of machine learning in educational technology is enabling education authorities to perform their jobs easily, smartly, and without any hassle. 

Apart from this, machine learning and artificial intelligence for school students are also gaining momentum. In fact, many offline educational sectors are embedding technologies to offer virtual tutoring to their students. 

If you enjoy this type of technical content, then the Global Tech Council is a perfect place for you. The platform introduces you to multiple technological advances that you should know about. 

alina_zagitova

Result-oriented Marketing Professional with 5 years' exp in education and technology field roles. Passionate about getting the best ROI for the brand. Works as a certified expert associate with Global Tech Council.