Drug discovery is a lengthy and costly process, but machine learning can expedite it by identifying promising drug candidates more efficiently. AWS services like [Amazon EC2]() and [AWS Batch]() can be used to run complex simulations and analyses at scale, significantly reducing the time needed for drug discovery. Machine learning models can also predict potential side effects and efficacy, further streamlining the development process.