This deck contains all the information needed to arrange a Machine Learning Ideathon. It contains basics of ML, its real-life applications and the pedagogy to inspire and mentor students participating in the ideathon. This presentation was used during Google's MLCC study jam at Google Developers Group- Ahmedabad Chapter.