What is DataRobot ?
DataRobot has developed a unified & collaborative platform that accelerates the use of AI, allowing both data scientists and coding novices to create their own predictive machine learning models.
The JEMS + DataRobot offer
The platform accelerates and democratizes data science through end-to-end automation, from data to value. JEMS has developed its Data Science expertise in the three offerings of the DataRobot platform, including
DataPrep: Collaborative, interactive and visual tool, dedicated to big data, to prepare the data for AI and feed its predictive model
Auto ML: to automate the creation and training of models
MLOPs: Monitoring and management of the models created (whatever their source – outside & from DataRobot)
This allows us to meet the needs of our customers such as
- CDO: I need to increase the productivity of my Data-Scientists
- DPO: we need to have a development ethic and detect the potential drift of our AI models
- CTO: I need to improve data governance
The service offer
DataPrep: Collaborative, interactive and visual tool, dedicated to big data, to prepare the data for AI and feed its predictive model.
- Automate DataPrep.
- Improve TCO.
- Redirect DS/BA tasks to high VA tasks.
Auto ML: will give the possibility to automate the creation and training of models.
- Increase the productivity of Data-Science activities (beyond DS, BAs can automate some tasks, less dependency.
- Reduction of the Time To Market.
Dev / IT
MLOps: Monitoring and management of the models created (whatever their source – outside & from DataRobot)
- Put a model in production – decision support.
- Guarantee ethics, performance, and detect model drift.
- Improve governance.
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