Garbage In is Garbage Out; How Big Data Scientists Can Benefit from Human Judgment

Datafloq just recently published a great article about Search Strategy Solutions and how we help Data Scientists:

Garbage In is Garbage Out; How Big Data Scientists Can Benefit from Human Judgment

Excerpt:

Full Stack Human Judgments

Several organizations offer access to the crowd to help data teams collect, clean, enrich and label data at scale to make it useful for your data scientists. However, there is a lot more to it than simply turning to a crowdsourcing vendor to do this. It involves informing the crowd of your intentions, managing the crowd, monitoring the crowd and eventually evaluating the crowd and the work done to ensure that you obtain precise and clean training and evaluation data that data scientists can use with high-confidence.

That’s where full stack human judgments come in, to assist internal teams of data scientists and offer them the right data for the right data scientists. One of such organizations that offers a Data Science Support program is Search Strategy Solutions. They have developed a program to offer your data scientists with high-quality, reliable human judgments and data to support them in developing great machine learning algorithms.