أدوات تحليل البيانات الرائجة

Enterprise AutoML and MLOps platform with automated feature engineering, leaderboards, explainability, and monitored deployments across cloud/on-prem.

Open-source H2O-3 plus Driverless AI for automated feature engineering, time series, explainability, and self-hosted or cloud AutoML.

AWS managed ML platform with Studio/Notebooks, Autopilot AutoML, built-in training/inference, Pipelines, and Model Registry.

Google Cloud unified ML/AutoML/GenAI platform with Model Garden, Pipelines, Feature Store, and monitoring integrated with BigQuery.

Natural-language SQL and visualization assistants (ChatGPT-style) that generate queries/charts, explain results, and connect securely to databases/BI.