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The course is designed to illustrate some basic principles of science, chemistry in particular (e.g., atomic structure, bonding, kinetics and drug action etc) via case studies of some celebrated accidental discoveries (and wild claims) in science. It also highlights the different approaches adopted by individual scientists and industrial/pharmaceutical research teams when they are confronted with mysterious phenomena. Real-life applications of some of the discoveries are discussed.