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– Time series forecasting: Automate forecasting future values of univariate time series based on historical data in RapidMiner Go.

Security for containerized platforms is also improved through regular updates of Docker images with the newest secure components. – Security enhancements: Support for Docker Rootless mode along with enhanced security in Kubernetes environments both raise our overall security standards. Additionally, leverage a new function-fitting operator to fit data with custom functions when creating models for anomaly detection on devices, modeling physical behavior based on data, and more. – Streaming & IIOT advancements: Mix and match RapidMiner with Python in low latency (50-100ms) use-cases, such as scoring large volumes of sensor data. When Studio thinks you have a column that could lead to model bias, you’ll receive a warning along with an in-platform callout that explains what it was triggered by.

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– Bias detection & mitigation: Receive bias warnings in every part of the RapidMiner platform including Turbo Prep, Model Simulator and more. Supports MySQL, PostgreSQL, and Google BigQuery Harness the power of highly scalable database clusters Query and retrieve data without writing complex SQL Run data prep and ETL inside databases to keep your data optimized for advanced analytics Instantly create point + click connections to databases, enterprise data warehouses, data lakes, cloud storages, business applications and social mediaĮasily re-use connections any time and easily share them with anyone who needs accessĬonnect to new sources with extensions from the RapidMiner Marketplace Work with all of your data, no matter where it lives

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