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Coursera launches CourseMatch: A machine learning solution that automatically matches a University’s on-campus courses to courses on Coursera

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By Emily Glassberg Sands, VP of Info Science at Coursera, and Marianne Sorba, Info Scientist at Coursera

Since we launched the Coronavirus Response Initiative on March 12, better than 2,600  schools and universities all around the world have activated Coursera for Campus functions to take learning on-line and lower scholar disruption. We’re humbled by the worldwide response and are working onerous to be far more useful to universities who need to switch on-line shortly. 

As universities go reside using our offering, they urgently need a simple solution to help set up courses on Coursera that most intently match each course of their on-campus catalogs. Information curation is simply too sluggish when it’s to be achieved all through tons of of universities and 1000’s and 1000’s of on-campus courses, significantly when college and employees are already stretched skinny. Two weeks up to now, the Info Science crew at Coursera started rising a pure language processing solution to automate the matching and lower the need for human curation.  

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Proper now, we’re asserting CourseMatch, a machine learning solution that ingests a school’s on-campus course catalog and matches each course to in all probability probably the most associated courses in Coursera’s catalog of three,800 courses. It’s going to in all probability ingest catalogs in extra than 100 languages and map them to in all probability probably the most associated courses in English or in any of the 50+ languages (translated and subtitled) obtainable on Coursera. This allows universities throughout the US and internationally to shortly ship associated courses to their school college students.  

The solution has already matched better than 2.6 million on-campus courses all through 1,800 schools to courses on Coursera — from Johnson C. Smith Faculty throughout the US to Universidad Autonoma de Barcelona in Spain to the AICTE curricula in India. 

Listed beneath are a few examples of mapping for institutions based on publicly obtainable information:

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CourseMatch returns up to 5 most associated courses on Coursera for each course throughout the on-campus catalog. It moreover returns the relevance ranking, which is normalized inside college or school with better scores representing stronger matches.

We’re excited to see that the solution is already serving to schools reply to school college students’ needs. In accordance to Terik Tidwell, managing director of the Smith Tech Innovation Center, Johnson C Smith Faculty, “Coursera helps us to shortly take our functions digital whereas sustaining program integrity and top quality.”

Faculties and universities can entry the solution immediately at CourseMatch and search for their institution’s catalog. In case your catalog simply is not however among the many many 1,800 obtainable, e-mail a CSV of your decisions to coursematch@coursera.org and your catalogue might be mapped and included on CourseMatch inside 2 enterprise days. 

Our goal is to help every college and school on the earth switch on-line as shortly and easily as potential. That’s our first iteration of CourseMatch, and we look forward to refining our machine learning fashions based on your solutions. We invite you to do that solution in your efforts to shortly scale functions on-line in the midst of the COVID-19 catastrophe. 

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Manvendra Chaudhary, with over 5 years of professional experience as CEO of Unique News and Megalent Marketing, shares insights on life, business, and health for your success.

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