With its adaptability to real time events and data sorting capabilities, DataRobot has become a popular software tool used by data analysts, data scientists, and software developers. This highly innovative tool makes data manipulation and modeling time efficient and simple. The Data centric pipelines offer easy manipulation and flexibility when creating machine learning models. DataRobot allows the user to build various types of models for each AI use case, compare them based on accuracy, and provide recommendations for the best fit model.
This is an example of the use case for issuing loans. The data included in this set is comprised of categories such as homeownership, line of credit, annual income… etc. Once the data is loaded, the user must run a data quality assessment to find the outliers and identify any target leakage from the data set. Once the target leakage is detected, the […]