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How can Machine Learning help the Teaching Profession?

Paul Grist explains how Machine Learning can help teachers and improve student outcomes

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SwissCognitivePaul Grist, Head of Education, International, Amazon Web Services (AWS) Future of Apprenticeships This week (14-18 Sept) is Artificial Intelligence (#) and Machine Learning (#) Week @AWS_Edu, Head of Education, Paul Grist explains how Machine Learning can help teachers and improve student outcomes.

The COVID-19 crisis has forced millions of teachers around the world to rapidly learn how to use technology to effectively support student learning and assessment, stay connected with their students, experiment with teaching models, and reduce the workload so they can focus on teaching.

There are many promising solutions that are helping teachers become more effective, including new technologies such as (), () and optimised workflows. For example, Revisely is an education company that helps teachers give better feedback on students’ writing assignments, such as essays and papers. It saves teachers time by offering built-in comment sets and doing a plagiarism check on student work, among other features. In addition, teachers can track the performance of students on all assignments throughout their learning journey.

Another useful aspect of Revisely is that its platform allows teachers to outsource correction work to specialised professionals, including retired teachers and teachers in training. In many countries with shortages in the number of teachers, this can help schools and universities fill the gaps.

This platform is being implemented by an international team in Spain and the Netherlands and counts customers such as Iddink/Sanoma and the University of Utrecht. The platform is used by over 200,000 users and is scaling across Europe.

Technology is changing the way people learn

Proctor Exam is another tool that enables learners to take exams no matter where they are around the world. The solution simulates an in-person proctoring environment. While initially used mostly for distance learning, it is now being widely adopted in traditional and hybrid learning scenarios in Germany, the Netherlands, France, and Canada. Proctor Exam verifies the identity of the students taking the exams and monitors them whilst taking the exam to guarantee identity. […]

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