In a little over 2 minutes, I will be explaining how Machine Learning can be used for Drug Discovery. I'll be providing a high-level explanation of this field which is known as Quantitative Structure-Activity Relationship (QSAR). Particularly, chemical structures of compounds are correlated to their biological activity (constituting the action of drugs).