Amazon Mechanical Turk (MTurk), a crowdsourcing marketplace, makes it easy for businesses and individuals to outsource their processes to a distributed workforce that can perform these tasks virtually. This could be anything from data validation and research to more subjective tasks such as survey participation, content moderating, and many more. MTurk allows companies to tap into the collective intelligence, skills and insights of a global workforce to streamline business processes and augment data collection and analysis. It also accelerates machine learning development. Technology is improving, but there are still many tasks that humans can do better than computers. These include moderating content, data deduplication, and research. These tasks were traditionally done by large temporary workers, which can be costly, time-consuming, and difficult to scale.