Self-learning can refer to:

• Autodidacticism
• Learning theory (education)
• Night self-learning
• Unsupervised learning, a kind of machine learning

• American Civil War prisoners
• American Claimant
• American Class (chicken breeds)
• American Classic (gymnastics meet)
• American Classic Tea
• American Classic (Willie Nelson album)
• American Clay Revolution
• American Clean Energy Act
• American Cliff Swallow
• American climate change
• American climbing fern
• American cloth
• American coaches of foreign national soccer teams
• American coat of arms
• American cocker spaniel
• American Cocker Spaniel Puppies
• American College and University Presidents' Climate Commitment
• American College and University Presidents Climate Commitment
• American College Dublin
• American College for Girls at Constantinople
• American College Fraternities
• American College in Madurai
• American College Monaco
• American College of Allergy, Asthma and Immunology
• American College of Clinical Pharmacology