Deep Learning Without Labels

We can use Bing on Spark to quickly create our own machine learning datasets featuring anything we can find online. To create a custom snow leopard dataset takes only two distributed queries. The first query creates the "positive class" by pulling the first 80 pages of the "snow leopard" image results. The second query creates the "negative class" to compare our leopards against. We can perform this search in two different ways, and we plan to explore them both in upcoming posts.