Monitoring your Databricks Models

Aporia’s ML Observability platform integrates natively with your Databricks for quick and easy model monitoring

Try it Out Get a Demo

7 minutes and you’re up!

Data Science and ML teams from emerging enterprises to Fortune-500 organizations rely on Aporia to monitor their Machine Learning models in production. Aporia offers quick and simple deployment and monitors billions of predictions with low cloud costs.

Deploy Aporia with a
Databricks API key

Integrate your models
with Databricks SQL

Start using
Aporia!

End-to-End ML

By deploying Aporia on Databricks, ML teams gain full visibility into their models in production out of the box. They can detect, troubleshoot, and eliminate production issues faster, as well as proactively improve their models based on feedback and insights from production.

Start Monitoring Your Models in Minutes

Try It Out Get a Demo

More than just a Monitoring platform

Monitor, Visualize, & Improve Your Models in Production

Visibility

Centralized, real-time view of model health & performance

Live Alerts

Detect drifts, bias and data integrity issues

Investigation

Get to the root cause and improve models with production data

Explainability

Know the why behind your models predictions

Why Aporia and Databricks?

ML Dashboards

Visualize & Share models performance

Get a unified view of all your models under a single hub. Keep an eye on model activity, inference trends, data behavior, model performance (f1 score, Precision, RMSE, etc).

Learn more

Live Alerts

Detect drift, bias & data integrity issues

Get live alerts to Slack / MS Teams on any drift, bias, performance, or data integrity issues.

Learn more

Explainability

Explain model predictions

Discover which features impact your predictions the most, and easily communicate model results to key stakeholders

Learn more

Reah Miyara

May 31, 2023

MLOpsProduct Updates

Aporia and Databricks Team Up to Bring ML Observability to Your Lakehouse

We’re super excited to share that Aporia is now the first ML observability offering integration to the Databricks Lakehouse Platform. This partnership means that you can now effortlessly automate your data pipelines, monitor,...

Learn More 3 min read

MLOpsProduct Updates

Integrations

Aporia naturally fits into your workflow

Data Sources

Amazon S3

Glue

Snowflake

BigQuery

Databricks

Azure Blob Storage

Redshift

PostgreSQL

Delta Lake

Spark

Ray

DevOps Infrastructure Monitoring

New Relic

Grafana

Prometheus

DataDog

Cloud Providers

Azure ML

Vertex AI

AWS Sagemaker

ML Frameworks

TensorFlow

LightGBM

Hugging Face

Scikit Learn

PyTorch

dmlc XGBoost

CatBoost

Spark MLib

Alerting

Slack

Microsoft Teams

Jira

PagerDuty

Opsgenie

Email

Webhook

MLOps - Complementary MLOps Tools

MLFlow

Kubeflow

KServe

DVC

Feast

Weights & Biases

ClearML

Start using Aporia now

Try It Out Get a Demo

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Monitoring your Databricks Models

7 minutes and you’re up!

Deploy Aporia with a Databricks API key

Integrate your models with Databricks SQL

Start using Aporia!

End-to-End ML

Start Monitoring Your Models in Minutes

More than just a Monitoring platform

Visibility

Live Alerts

Investigation

Explainability

Why Aporia and Databricks?

ML Dashboards

Visualize & Share models performance

Live Alerts

Detect drift, bias & data integrity issues

Explainability

Explain model predictions

Aporia and Databricks Team Up to Bring ML Observability to Your Lakehouse

Integrations

Data Sources

Amazon S3

Glue

Snowflake

BigQuery

Databricks

Azure Blob Storage

Redshift

PostgreSQL

PostgreSQL

Delta Lake

Spark

Ray

DevOps Infrastructure Monitoring

New Relic

Grafana

Prometheus

DataDog

Cloud Providers

Azure ML

Vertex AI

AWS Sagemaker

ML Frameworks

TensorFlow

LightGBM

Hugging Face

Scikit Learn

PyTorch

dmlc XGBoost

CatBoost

Spark MLib

Alerting

Slack

Microsoft Teams

Jira

PagerDuty

Opsgenie

Email

Webhook

MLOps - Complementary MLOps Tools

MLFlow

Kubeflow

KServe

DVC

Feast

Weights & Biases

ClearML

Start using Aporia now

Deploy Aporia with a
Databricks API key

Integrate your models
with Databricks SQL

Start using
Aporia!