Our Data as a Product services and predictive analytics solutions adopt the following cutting-edge techniques. We also provide supports to embed these data techniques, as algorithms or tools, to your systems.
Data Gathering or Extraction We provide tools to collect big data. Big data always exist in a distributed mannar. Although all the data are there, it is not a easy job to collect them together. Moreover, none-structured data, such as webpages, may include a lot of useless information; for example, if we extract a blog from a webpage, we must get rid of header, footer and navigation information on the page.
Data Visualisation We provide tools for big data visualisation. Popular data visualisation tools have limitations on visualising big data; for example, excel currently only supports maximum of 10242 rows and 32,000 points for plotting a curve. We provide unlimited data size support while flexibly compressing big data using critical data points for efficient display.
Data Cleaning We provide algorithms and codes to remove useless points and interpose data points for sensor or RFID stream data. We provide codes to further process extracted webpage text data.
Data Mining We provide tools/algorithms of clustering, classification, frequent sequence mining for various big data applications.