Molecular Machine Learning: Introduction to building ML models to predict molecular properties.
Drug discovery is a costly and lengthy process, filled with lots of false leads and unsuccessful efforts. The pharmaceutical industry is one of the most heavily regulated industries in the world with many rules and regulations enforced by the government to protect the health and well-being of the public. The probability of a drug passing a clinical trial phase is less than 12%, most drugs failing due to safety reasons [1]....