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Integrations

Using MLFlow or Weights & Biases for experiment tracking? Want to get alerts on Slack or Microsoft Teams? Already have an existing infra monitoring solution like Prometheus & Grafana? No problem.

Naturally Fits in Your Workflow

Data Sources

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Amazon S3

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Glue

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Snowflake

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BigQuery

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Databricks

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Azure Blob Storage

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Redshift

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PostgreSQL

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Athena

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Delta Lake

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Spark

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Ray

DevOps Infrastructure Monitoring

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New Relic

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Grafana

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Prometheus

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DataDog

Cloud Providers

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Azure ML

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Vertex AI

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AWS Sagemaker

ML Frameworks

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TensorFlow

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LightGBM

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Hugging Face

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Scikit Learn

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PyTorch

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dmlc XGBoost

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CatBoost

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Spark MLib

Alerting

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Slack

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Microsoft Teams

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Jira

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PagerDuty

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Opsgenie

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Email

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Webhook

MLOps - Complementary MLOps Tools

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MLFlow

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Kubeflow

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KServe

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DVC

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Feast

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Weights & Biases

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ClearML

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