![DQ0](/images/screen_ds_query2.png)
Powerful Machine Learning and SQL Analytics
Make use of all kinds of data on premise or in the cloud
- Built-in machine learning and SQL analytics environment
- Analytics workflows and templates
- Scales with your needs
- Works with structured, unstructured, and semi structured data
- Integrates well with other tools and frameworks
- Ships with privacy checker, model checker and data checker
![DQ0](/images/dq0_privacy.png)
Mathematically guaranteed Privacy
Measure and control privacy with the DQ0 Privacy Checker
- Differential Privacy and Federated Learning replace error-prone and insecure anonymization or synthetization
- The analysis comes to the data not the other way round
- Work with data that you are not allowed to see
- Securely deploy analytic results and machine learning models
![DQ0](/images/screen_ds_home.png)
Secure computing and analytics environment
Sealed Data Quarantine and Federated Analytics Solution
- Seperation of duties with data owner and data science roles
- Complete auditing and logs
- Secure and trusted access management
- End-to-end encrypted API communication
- Quarantined or distributed secure analytics workflows
Our system integrates well with all major frameworks
![keras](/images/keras.png)
![pytorch](/images/pytorch.png)
![scikit-learn](/images/scikit-learn.png)
![spark](/images/spark.png)
![mlflow](/images/mlflow.png)
![rapids](/images/rapids.png)
![gluon](/images/gluon.png)
![h2o](/images/h2o.png)
![python](/images/python.png)
![conda](/images/conda.png)
![kubernetes](/images/kubernetes.png)