edX (platform)

edX (platform)
Name	edX
Founded	2012
Founders	Massachusetts Institute of Technology, Harvard University
Headquarters	Cambridge, Massachusetts
Services	Online course delivery, MOOCs, Professional certificates, MicroMasters

edX (platform) is an online learning platform and massive open online course (MOOC) provider launched in 2012 by Massachusetts Institute of Technology and Harvard University. It offers university-level courses across disciplines from partner institutions and corporations and provides credentialing pathways such as MicroMasters and professional certificates. The platform has played a prominent role in collaborations with research universities, nonprofit organizations, and technology companies to expand access to higher education.

Overview

edX operates as a platform for delivering MOOCs and credential programs created by institutions including University of California, Berkeley, Carnegie Mellon University, Duke University, University of Oxford, University of Cambridge, Princeton University, Columbia University, Yale University, University of Pennsylvania, University of Chicago, University of Michigan, Stanford University, University of Toronto, Peking University, Tsinghua University, ETH Zurich, Imperial College London, National University of Singapore, University of Tokyo, Korea Advanced Institute of Science and Technology, University of Melbourne, Australian National University, University of Hong Kong, McGill University, London School of Economics, École Polytechnique Fédérale de Lausanne, California Institute of Technology, Heidelberg University, Seoul National University, University of British Columbia, New York University, University of Washington, Northwestern University, Brown University, University of Edinburgh, Johns Hopkins University, University of Texas at Austin, University of Illinois Urbana–Champaign, University of Sydney, Monash University, University of Copenhagen, KU Leuven, Trinity College Dublin, University of São Paulo, Pontifical Catholic University of Chile, Indian Institute of Technology Bombay, Indian Institute of Science, University of Cape Town, University of Nairobi, Auckland University of Technology and University of Amsterdam among others. The platform supports course formats in multiple languages and partners with organizations such as Microsoft, Google, Amazon Web Services, IBM, Linux Foundation, Salesforce, Cisco Systems, Intel, Oracle Corporation, SAP SE, Siemens, Adobe Inc., Accenture, AT&T, PwC, KPMG, EY, McKinsey & Company, Boston Consulting Group, Deloitte.

History and development

The initiative emerged from collaboration between Massachusetts Institute of Technology and Harvard University after MOOCs gained prominence with early experiments at Stanford University and initiatives influenced by figures associated with Andrew Ng and Daphne Koller at Coursera. edX announced its public launch in 2012 at events involving leadership from the founding universities and later expanded through strategic partnerships with institutions such as MITx, HarvardX, UC BerkeleyX, MIT Media Lab, Harvard Business School, MIT Sloan School of Management, Harvard School of Engineering and Applied Sciences and global partners including Universidad Nacional Autónoma de México, Université PSL, Sorbonne University, King's College London, University of Buenos Aires, Federal University of Rio de Janeiro, Technical University of Munich and Munich Re. Over time the platform integrated technologies and standards developed in collaborations with Open edX community, edX Consortium, ProctorU, Honorlock, IMS Global Learning Consortium, Project Jupyter, OpenCourseWare Consortium and research groups at Massachusetts Institute of Technology Computer Science and Artificial Intelligence Laboratory and Harvard School of Public Health.

Platform features and technology

The platform uses open-source components from the Open edX project and incorporates tools developed alongside partners like Google Cloud Platform, Amazon Web Services, Microsoft Azure, MongoDB, MySQL, Redis, Docker, Kubernetes, Apache Kafka, Elasticsearch, React (JavaScript library), Django (web framework), Python (programming language), Jupyter Notebook, OpenCV, TensorFlow, PyTorch, scikit-learn, Hadoop, Spark (software), PostgreSQL, Nginx, GitHub, Travis CI, Jenkins (software), Sphinx (documentation generator) and accessibility tools developed with W3C guidance. Learning tools include interactive assessments, video streaming, discussion forums, peer grading, proctored exams, team projects, and analytics dashboards informed by collaborations with Learning Tools Interoperability, xAPI, Caliper Analytics, eduroam, OAuth, Single Sign-On efforts, Okta, SAML 2.0 and research on learning analytics at MIT Computer Science and Artificial Intelligence Laboratory and Harvard Graduate School of Education.

Academic partnerships and course offerings

Course and program offerings span subjects developed by departments and schools such as Harvard Business School Online, MIT Sloan School of Management, Yale School of Medicine, Johns Hopkins Bloomberg School of Public Health, Stanford School of Engineering, Princeton Department of Computer Science, Columbia Law School, Oxford Internet Institute, Cambridge Judge Business School, UCL Institute of Education, ETH Zurich Department of Computer Science, Tokyo Institute of Technology, Seoul National University College of Engineering, Australian National University College of Science, McGill Faculty of Medicine and Health Sciences, KU Leuven Faculty of Engineering Science, Imperial College Faculty of Medicine, University of Melbourne Faculty of Arts, University of Cape Town Business School, IE Business School, HEC Paris, INSEAD, SDA Bocconi School of Management, Ecole des Ponts ParisTech, Politecnico di Milano, Universidad de los Andes, Pontificia Universidad Católica de Chile Faculty of Engineering, University of São Paulo School of Engineering and professional partners such as Microsoft Professional Program, IBM Professional Certificate, Google IT Support Professional Certificate, AWS Training and Certification, Cisco Networking Academy, Salesforce Trailhead-aligned offerings. Programs include MicroMasters, Professional Certificates, XSeries, bootcamps, credit-eligible courses, and pathways articulated with institutions including University of Maryland Global Campus, Arizona State University, Georgia Institute of Technology, University of Illinois System, University of London, Edinburgh Napier University, University of Arizona, Michigan State University, University of Texas System.

Business model and governance

edX evolved from a nonprofit initiative into a structure involving the edX Inc. organization and later underwent acquisition and strategic changes involving entities such as 2U, Inc. and governance influences from boards including representatives of Harvard University, Massachusetts Institute of Technology, University of California, Berkeley, University of Texas System, Imperial College London, McGill University, University of Edinburgh, Duke University, University of Michigan, University of Pennsylvania. Revenue sources combine verified certificate fees, professional program tuition, enterprise learning contracts with corporations like Accenture, IBM, AT&T, Siemens, licensing of the Open edX software, philanthropic grants from foundations such as Bill & Melinda Gates Foundation, Bloomberg Philanthropies, Chan Zuckerberg Initiative, and government-supported initiatives in collaboration with agencies like National Science Foundation, European Commission, UNESCO and national ministries of education. Legal and regulatory compliance has intersected with policies and standards involving General Data Protection Regulation', Family Educational Rights and Privacy Act, Americans with Disabilities Act implementation efforts, Export Administration Regulations considerations for global content delivery, and contractual frameworks with partnering universities and corporations.

Reception, impact, and criticisms

The platform received praise from commentators at The New York Times, The Wall Street Journal, The Guardian, The Washington Post, Financial Times, Forbes, MIT Technology Review, Nature (journal), Science (journal), Inside Higher Ed, Chronicle of Higher Education for expanding access and enabling lifelong learning. Impact studies from researchers at Harvard Graduate School of Education, MIT Poverty Action Lab, Stanford Graduate School of Education, University of Pennsylvania Graduate School of Education, Columbia Teachers College and evaluators for organizations such as OECD, World Bank, UNESCO Institute for Statistics have documented student engagement, credential recognition, and employer uptake. Criticisms have centered on completion rates discussed in analyses by OECD, Brookings Institution, American Council on Education, Harvard Business Review, and debates about credential inflation raised by Council for Higher Education Accreditation, Association of American Universities, American Association of Universities; concerns over platform consolidation and commercialization were noted in reporting involving Inside Higher Ed and Chronicle of Higher Education during negotiations with companies like 2U, Inc. and outcomes affecting university governance and open-source stewardship. Accessibility, assessment security, data privacy, algorithmic recommendation practices, and equitable international access remain active topics in dialogues with Electronic Frontier Foundation, Access Now, Disability Rights Education and Defense Fund, National Science Foundation, European Commission DG CONNECT and academic conferences such as Learning at Scale Conference, International Conference on Learning Analytics & Knowledge, EDUCAUSE Annual Conference.

Category:Massive open online course providers