AI capability research and development platform and data processing method

An artificial intelligence (AI) capability research and development system, wherein the system comprises:

• a processor;
• a data management module, configured to execute on the processor and perform data processing on received data, wherein the data processing comprises at least one of the following:
• analyzing a data type of the data, converting the data according to a preset data format, and storing the data;
• a tool management module, configured to execute on the processor and store at least one tool, each of the at least one tool being used to execute a preset processing flow;
• a process management module, configured to execute on the processor and perform model training according to the tool provided by the tool management module and the data provided by the data management module;
• and
• a model management module, configured to execute on the processor and store a model obtained by the model training;
• wherein the data management module is specifically configured to:
• receive to-be-processed data of a project;
• analyze a data type of the to-be-processed data;
• convert to-be-processed data whose data type meets a preset condition in the to-be-processed data into target data;
• wherein the target data has the preset data format;
• perform statistic on the target data;
• and
• sort the target data into a test set and a data set;
• wherein the process management module is further configured to:
• provide a model training user interface;
• receive, in the model training user interface, a target data set from the target data and a target tool selected by a user;
• receive, in the model training user interface, a connecting line between the target data set and the target tool from the user;
• transfer the target data set to the target tool according to the connecting line;
• and
• perform model training according to the target tool to obtain a trained model in a case of receiving a running instruction.