MLE may refer to:
Organizations
- Media Lab Europe, former lab in Dublin, Ireland
 - Major League Eating, competitive eating organization
 - Marxistisk-Leninistisk Enhedsforbund, a Danish Maoist group 1972–1975
 - Military Liaison Element anti-terrorist special forces in US embassies
 
Science and technology
- Mars Lander Engine of Mars Science Laboratory
 - Multi-Lamellar Emulsion, in dermatology
 - Maximum likelihood estimation, in statistics
 - Managed learning environment, in e-learning
 - Muconate lactonizing enzyme, in molecular biology
 - Magazine Lee–Enfield, a rifle
 - Maleless protein, involved in Dosage compensation in Drosophila, in genetics
 - An error in Competitive programming meaning Memory Limit Exceeded.
 - Machine learning engineer, a software engineer who specializes in machine learning
 
Other uses
- Magister Legum Europae, i.e. Master of European Law, a European Master's degree in the field of European law
 - Multicultural London English, in linguistics
 - Velana International Airport, Malé, IATA code
 - Mid-Level Exception, an NBA salary cap exception
 - Model Law Engineer, a professional designation in the United States
 
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