Our Team developed a Platform to handle Automated Machine Learning without the need for writing
code. We also developed a complete Interface for Automated Machine Learning.
Any Client can upload raw data in the form of excel sheets and get reports after running over
50 Machine Learning Algorithms in parallel. The best algorithm is then selected and the same
runs a prediction engine for predicting future data output based on the data input.
- Automated Feature Selection - User does not need
the variables that define the output.
- Data Wrangling - Usage of Open Refine as a data wrangling
tool for cleaning and parsing data.
- Data Import - Multiple methods of data import ranging from
SQL Import, S3 Support and MongoDB Import.
- Prediction API - Once the data has been imported and
Algorithms have been run with the required output, Users can share unique URLs with their
clients which accepts data and handles the prediction.