An Introduction to Topological Data Analysis by Ayasdi's Gunnar Carlsson.
Ayasdi is on a mission to make the world’s complex data useful by automating and accelerating insight discovery. The company’s Machine Intelligence software employs Topological Data Analysis (TDA), to simplify the extraction of knowledge from even the most complex data sets confronting organizations today. Developed by Stanford computational mathematicians, Ayasdi’s approach combines machine learning algorithms, abundant compute power and topological summaries to revolutionize the process for converting data into business impact. Ayasdi is funded by leading venture capitalists including Khosla Ventures, Institutional Venture Partners, FLOODGATE, Kleiner Perkins, Citi Ventures, Centerview Capital and DraperNexus. The company counts many of the Fortune 500 as clients. – less