Many businesses have increasingly large quantities of untapped data that are unstructured, noisy, and expensive to analyze. Yet, the existing tools will not scale with the anticipated growth of big data. Our algorithm for large-scale classification is exponentially faster than existing algorithms, and we will leverage this and other machine learning algorithms to build fast, large-scale data analysis solutions that will allow businesses to extract value from their data today and into the future.