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Trial and error
Learning Method
Consider 'trial and error' as a learning strategy, not just a random process. 
Informality
'Trial and error' suggests an informal approach to solving problems. 
Practical Process
Use 'trial and error' to describe hands-on activities, rather than purely intellectual ones. 