Listen up homes!! MIT OpenCourse have published this introduction to solving things without proofs or exact calculations: Street-Fighting Mathematics. The course notes can be downloaded in a single .pdf here.
This course teaches the art of guessing results and solving problems without
doing a proof or an exact calculation. Techniques include extreme-cases
reasoning, dimensional analysis, successive approximation, discretization,
generalization, and pictorial analysis.