engineer's are responsible for safety Unit 3 part ii Data mining Unit 3 part i Data mining Profession & professionalism Engineering as social experimentation Moral autonomy & consensus &controversy Data extraction, cleanup & transformation tools 29.1.16 Dwdm unit 1-2016-Data ingarehousing business analysis-Data warehousing