topic Documentation Update | 1st - 8th February 2026 in Announcements https://community.databricks.com/t5/announcements/documentation-update-1st-8th-february-2026/m-p/148290#M600 <P><STRONG>Databricks documentation update:</STRONG><SPAN> Explore the latest Databricks docs, featuring practical how-to guides and in-depth reference material for data analysts, data scientists, and data engineers working in Databricks Data Science &amp; Engineering, Machine Learning, and SQL.</SPAN><SPAN><BR /></SPAN><SPAN>Here’s your weekly roundup of key updates to help you quickly see what’s new and most relevant for your workloads.</SPAN></P> <P><U><STRONG>AWS documentation update:</STRONG></U></P> <P><STRONG>Getting Started</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/getting-started/cloud-setup" target="_blank" rel="noopener"><SPAN>Sign up for Databricks free trial with existing AWS account</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/getting-started/free-edition" target="_blank" rel="noopener"><SPAN>Sign up for Databricks Free Edition</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/getting-started/" target="_blank" rel="noopener"><SPAN>Get started tutorials on Databricks</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/search/" target="_blank" rel="noopener"><SPAN>Search for workspace objects</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/databricks-ai/partner-powered" target="_blank" rel="noopener"><SPAN>Partner-powered AI features</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/notebooks/databricks-assistant-faq" target="_blank" rel="noopener"><SPAN>What is Databricks Assistant?</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/assistant/mcp" target="_blank" rel="noopener"><SPAN>Connect Databricks Assistant to MCP servers</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/database-objects/tags" target="_blank" rel="noopener"><SPAN>Apply tags to Unity Catalog securable objects</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/connect/" target="_blank" rel="noopener"><SPAN>Connect to data sources and external services</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/connect/managed-ingestion" target="_blank" rel="noopener"><SPAN>Connect to managed ingestion sources</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/query/" target="_blank" rel="noopener"><SPAN>Query data</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/data-quality-monitoring/anomaly-detection/" target="_blank" rel="noopener"><SPAN>Anomaly detection</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/data-quality-monitoring/data-profiling/expense" target="_blank" rel="noopener"><SPAN>View data quality monitoring expenses</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/dbfs/mounts" target="_blank" rel="noopener"><SPAN>Mounting cloud object storage on Databricks</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/external-access/credential-vending" target="_blank" rel="noopener"><SPAN>Unity Catalog credential vending for external system access</SPAN></A></LI> </UL> <P><STRONG>Data Management</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/ingestion/lakeflow-connect/" target="_blank" rel="noopener"><SPAN>Managed connectors in Lakeflow Connect</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/jobs/automate" target="_blank" rel="noopener"><SPAN>Automate job creation and management</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/oltp/" target="_blank" rel="noopener"><SPAN>Lakebase Postgres</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/sql/user/sql-editor/" target="_blank" rel="noopener"><SPAN>Write queries and explore data in the new SQL editor</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/sql/dbsql-api-latest" target="_blank" rel="noopener"><SPAN>Update to the latest Databricks SQL API version</SPAN></A></LI> </UL> <P><STRONG>AI &amp; Analytics</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/large-language-models/ai-functions" target="_blank" rel="noopener"><SPAN>Apply AI on data using Databricks AI Functions</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/generative-ai/agent-framework/build-genai-apps" target="_blank" rel="noopener"><SPAN>Build gen AI apps on Databricks</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/generative-ai/agent-framework/query-agent" target="_blank" rel="noopener"><SPAN>Query an agent deployed on Databricks</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/generative-ai/agent-framework/chat-app" target="_blank" rel="noopener"><SPAN>Build and share a chat UI with Databricks Apps (Model Serving)</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/genie/" target="_blank" rel="noopener"><SPAN>What is an AI/BI Genie space</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/genie/set-up" target="_blank" rel="noopener"><SPAN>Set up and manage an AI/BI Genie space</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/genie/best-practices" target="_blank" rel="noopener"><SPAN>Curate an effective Genie space</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/genie/talk-to-genie" target="_blank" rel="noopener"><SPAN>Use a Genie space to explore business data</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/genie/conversation-api" target="_blank" rel="noopener"><SPAN>Use the Genie API to integrate Genie into your applications</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/ai-bi/admin/themes" target="_blank" rel="noopener"><SPAN>Manage AI/BI dashboard workspace themes</SPAN></A></LI> </UL> <P><STRONG>Platform</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/compute/serverless/" target="_blank" rel="noopener"><SPAN>Connect to serverless compute</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/compute/configure" target="_blank" rel="noopener"><SPAN>Compute configuration reference</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/compute/gpu" target="_blank" rel="noopener"><SPAN>GPU-enabled compute</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/compute/custom-containers" target="_blank" rel="noopener"><SPAN>Customize containers with Databricks Container Service</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/compute/custom-containers" target="_blank" rel="noopener"><SPAN>Customize containers with Databricks Container Service</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/libraries/" target="_blank" rel="noopener"><SPAN>Install libraries</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/init-scripts/" target="_blank" rel="noopener"><SPAN>What are init scripts?</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/init-scripts/global" target="_blank" rel="noopener"><SPAN>Global init scripts</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/compute/sql-warehouse/create" target="_blank" rel="noopener"><SPAN>Create a SQL warehouse</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/dev-tools/databricks-apps/get-started" target="_blank" rel="noopener"><SPAN>Get started with Databricks Apps</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/dev-tools/databricks-apps/configuration" target="_blank" rel="noopener"><SPAN>Configure a Databricks app</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/dev-tools/databricks-apps/tags" target="_blank" rel="noopener"><SPAN>Apply tags to Databricks apps</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/dev-tools/databricks-apps/deploy" target="_blank" rel="noopener"><SPAN>Deploy a Databricks app</SPAN></A></LI> </UL> <P><STRONG>Integration</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/developers/" target="_blank" rel="noopener"><SPAN>Develop on Databricks</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/dev-tools/databricks-utils" target="_blank" rel="noopener"><SPAN>Databricks Utilities (dbutils) reference</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/dev-tools/ci-cd/" target="_blank" rel="noopener"><SPAN>CI/CD on Databricks</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/dev-tools/" target="_blank" rel="noopener"><SPAN>Local development tools</SPAN></A></LI> </UL> <P><STRONG>Governance&nbsp;</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/admin/admin-concepts" target="_blank" rel="noopener"><SPAN>Databricks administration overview</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/admin/account-settings/audit-logs" target="_blank" rel="noopener"><SPAN>Audit log reference</SPAN></A></LI> </UL> <P><STRONG>Reference &amp; Release Notes</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/release-notes/" target="_blank" rel="noopener"><SPAN>Databricks release notes</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/release-notes/runtime/" target="_blank" rel="noopener"><SPAN>Databricks Runtime release notes versions and compatibility</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/release-notes/dev-tools/" target="_blank" rel="noopener"><SPAN>Databricks developer tools and SDKs release notes</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/release-notes/dev-tools/bundles" target="_blank" rel="noopener"><SPAN>Databricks Asset Bundles feature release notes</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/release-notes/dbconnect/" target="_blank" rel="noopener"><SPAN>Databricks Connect release notes</SPAN></A></LI> </UL> <P><U><STRONG>AZURE documentation update:</STRONG></U></P> <P><STRONG>Getting Started</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/introduction/" target="_blank" rel="noopener"><SPAN>What is Azure Databricks?</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/getting-started/concepts" target="_blank" rel="noopener"><SPAN>Azure Databricks components</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/getting-started/" target="_blank" rel="noopener"><SPAN>Get started tutorials on Azure Databricks</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/getting-started/gen-ai-llm-agent" target="_blank" rel="noopener"><SPAN>Get started: Query LLMs and prototype AI agents with no code</SPAN></A></LI> </UL> <P><STRONG>Workspace UI</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/workspace/workspace-assets" target="_blank" rel="noopener"><SPAN>Introduction to workspace objects</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/search/" target="_blank" rel="noopener"><SPAN>Search for workspace objects</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/databricks-ai/partner-powered" target="_blank" rel="noopener"><SPAN>Partner-powered AI features</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/notebooks/databricks-assistant-faq" target="_blank" rel="noopener"><SPAN>What is Databricks Assistant?</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/assistant/mcp" target="_blank" rel="noopener"><SPAN>Connect Databricks Assistant to MCP servers</SPAN></A></LI> </UL> <P><STRONG>Data Guides</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/database-objects/tags" target="_blank" rel="noopener"><SPAN>Apply tags to Unity Catalog securable objects</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/connect/" target="_blank" rel="noopener"><SPAN>Connect to data sources and external services</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/connect/managed-ingestion" target="_blank" rel="noopener"><SPAN>Connect to managed ingestion sources</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/query/" target="_blank" rel="noopener"><SPAN>Query data</SPAN></A></LI> </UL> <P><STRONG>Data Engineering</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/ingestion/lakeflow-connect/" target="_blank" rel="noopener"><SPAN>Managed connectors in Lakeflow Connect</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/ldp/developer/ldp-sql-ref-create-materialized-view" target="_blank" rel="noopener"><SPAN>CREATE MATERIALIZED VIEW (pipelines)</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/ldp/dbsql/dbsql-for-ldp" target="_blank" rel="noopener"><SPAN>Use pipelines in Databricks SQL</SPAN></A></LI> </UL> <P><STRONG>OLTP Databases</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/oltp/" target="_blank" rel="noopener"><SPAN>Lakebase Postgres</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/oltp/projects/" target="_blank" rel="noopener"><SPAN>Lakebase Autoscaling</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/oltp/instances/" target="_blank" rel="noopener"><SPAN>Lakebase</SPAN></A></LI> </UL> <P><STRONG>Data Warehousing</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/metric-views/materialization" target="_blank" rel="noopener"><SPAN>Materialization for metric views</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/sql/user/sql-editor/" target="_blank" rel="noopener"><SPAN>Write queries and explore data in the new SQL editor</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/sql/dbsql-api-latest" target="_blank" rel="noopener"><SPAN>Update to the latest Databricks SQL API version</SPAN></A></LI> </UL> <P><STRONG>AI &amp; ML</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/generative-ai/tutorials/agent-quickstart" target="_blank" rel="noopener"><SPAN>Get started with AI agents</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/large-language-models/foundation-model-training/fine-tune-run-tutorial" target="_blank" rel="noopener"><SPAN>Tutorial: Create and deploy a Foundation Model Fine-tuning run</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/large-language-models/ai-playground" target="_blank" rel="noopener"><SPAN>Chat with LLMs and prototype generative AI apps using AI Playground</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/large-language-models/ai-functions" target="_blank" rel="noopener"><SPAN>Apply AI on data using Azure Databricks AI Functions</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/ai-gateway/" target="_blank" rel="noopener"><SPAN>AI Gateway</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/machine-learning/model-serving/foundation-model-overview" target="_blank" rel="noopener"><SPAN>Supported foundation models on Mosaic AI Model Serving</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/machine-learning/model-serving/score-foundation-models" target="_blank" rel="noopener"><SPAN>Use foundation models</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/machine-learning/foundation-model-apis/limits" target="_blank" rel="noopener"><SPAN>Foundation Model APIs limits and quotas</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/machine-learning/model-serving/acceptable-use-models" target="_blank" rel="noopener"><SPAN>Applicable model developer licenses and terms</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/compute/serverless/gpu" target="_blank" rel="noopener"><SPAN>Serverless GPU compute</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/machine-learning/sgc-examples/gpu-llms" target="_blank" rel="noopener"><SPAN>Large language models (LLMs)</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/machine-learning/automl-hyperparam-tuning/" target="_blank" rel="noopener"><SPAN>Hyperparameter tuning</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/generative-ai/guide/" target="_blank" rel="noopener"><SPAN>Introduction to generative AI apps on Azure Databricks</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/generative-ai/agent-framework/build-genai-apps" target="_blank" rel="noopener"><SPAN>Build gen AI apps on Azure Databricks</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/generative-ai/agent-framework/create-agent" target="_blank" rel="noopener"><SPAN>Create an AI agent</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/generative-ai/agent-bricks/" target="_blank" rel="noopener"><SPAN>Agent Bricks</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/generative-ai/agent-framework/author-agent" target="_blank" rel="noopener"><SPAN>Author an AI agent and deploy it on Databricks Apps</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/generative-ai/agent-framework/agent-tool" target="_blank" rel="noopener"><SPAN>AI agent tools</SPAN></A></LI> </UL> <P><STRONG>Business Intelligence</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dashboards/tutorials/" target="_blank" rel="noopener"><SPAN>Dashboard tutorials</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dashboards/tutorials/create-dashboard" target="_blank" rel="noopener"><SPAN>Create a dashboard</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dashboards/dashboard-agent" target="_blank" rel="noopener"><SPAN>Use Assistant for dashboard authoring</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dashboards/custom-calculations/" target="_blank" rel="noopener"><SPAN>What are custom calculations?</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dashboards/custom-calculations/level-of-detail" target="_blank" rel="noopener"><SPAN>Level of detail expressions</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dashboards/schedule-subscribe" target="_blank" rel="noopener"><SPAN>Manage scheduled dashboard updates and subscriptions</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dashboards/clone-legacy-to-aibi" target="_blank" rel="noopener"><SPAN>Clone a legacy dashboard to an AI/BI dashboard</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dashboards/parameters" target="_blank" rel="noopener"><SPAN>Work with dashboard parameters</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dashboards/settings" target="_blank" rel="noopener"><SPAN>Dashboard settings</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dashboards/genie-spaces" target="_blank" rel="noopener"><SPAN>Genie spaces with dashboards</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dashboards/visualizations/" target="_blank" rel="noopener"><SPAN>Dashboard visualizations</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/genie/" target="_blank" rel="noopener"><SPAN>What is an AI/BI Genie space</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/genie/set-up" target="_blank" rel="noopener"><SPAN>Set up and manage an AI/BI Genie space</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/genie/talk-to-genie" target="_blank" rel="noopener"><SPAN>Use a Genie space to explore business data</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/ai-bi/admin/" target="_blank" rel="noopener"><SPAN>AI/BI administration guide</SPAN></A></LI> </UL> <P><STRONG>Compute</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/compute/configure" target="_blank" rel="noopener"><SPAN>Compute configuration reference</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/compute/gpu" target="_blank" rel="noopener"><SPAN>GPU-enabled compute</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/libraries/" target="_blank" rel="noopener"><SPAN>Install libraries</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/init-scripts/" target="_blank" rel="noopener"><SPAN>What are init scripts?</SPAN></A></LI> </UL> <P><STRONG>Apps</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dev-tools/databricks-apps/get-started" target="_blank" rel="noopener"><SPAN>Get started with Databricks Apps</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dev-tools/databricks-apps/configure-env" target="_blank" rel="noopener"><SPAN>Set up your Databricks Apps workspace and development environment</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dev-tools/databricks-apps/configuration" target="_blank" rel="noopener"><SPAN>Configure a Databricks app</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dev-tools/databricks-apps/create-custom-app" target="_blank" rel="noopener"><SPAN>Create a custom Databricks app</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dev-tools/databricks-apps/view-app-details" target="_blank" rel="noopener"><SPAN>View the details for a Databricks app</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dev-tools/databricks-apps/tags" target="_blank" rel="noopener"><SPAN>Apply tags to Databricks apps</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dev-tools/databricks-apps/deploy" target="_blank" rel="noopener"><SPAN>Deploy a Databricks app</SPAN></A></LI> </UL> <P><STRONG>Developers</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/developers/" target="_blank" rel="noopener"><SPAN>Develop on Databricks</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dev-tools/databricks-utils" target="_blank" rel="noopener"><SPAN>Databricks Utilities (dbutils) reference</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/repos/" target="_blank" rel="noopener"><SPAN>Azure Databricks Git folders</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/repos/repos-setup" target="_blank" rel="noopener"><SPAN>Set up Databricks Git folders</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/repos/ci-cd" target="_blank" rel="noopener"><SPAN>CI/CD with Databricks Git folders</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/repos/limits" target="_blank" rel="noopener"><SPAN>Databricks Git folder limits and reference</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dev-tools/ci-cd/" target="_blank" rel="noopener"><SPAN>CI/CD on Azure Databricks</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dev-tools/" target="_blank" rel="noopener"><SPAN>Local development tools</SPAN></A></LI> </UL> <P><STRONG>Administration</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/admin/admin-concepts" target="_blank" rel="noopener"><SPAN>Databricks administration overview</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/admin/workspace/" target="_blank" rel="noopener"><SPAN>Create a workspace</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/admin/workspace/create-workspace" target="_blank" rel="noopener"><SPAN>Deploy a workspace using the Azure Portal</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/admin/sql/" target="_blank" rel="noopener"><SPAN>SQL warehouse admin settings</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/admin/users-groups/manage-groups" target="_blank" rel="noopener"><SPAN>Manage groups</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/admin/users-groups/automatic-identity-management" target="_blank" rel="noopener"><SPAN>Sync users and groups automatically from Microsoft Entra ID</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/admin/system-tables/billing" target="_blank" rel="noopener"><SPAN>Billable usage system table reference</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/admin/account-settings/audit-logs" target="_blank" rel="noopener"><SPAN>Diagnostic log reference</SPAN></A></LI> </UL> <P><STRONG>Security &amp; Compliance</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/security/network/" target="_blank" rel="noopener"><SPAN>Networking</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/security/keys/cmk-managed-services-azure/" target="_blank" rel="noopener"><SPAN>Customer-managed keys for managed services</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/security/secrets/" target="_blank" rel="noopener"><SPAN>Secret management</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/security/privacy/security-profile" target="_blank" rel="noopener"><SPAN>Compliance security profile</SPAN></A></LI> </UL> <P><STRONG>Data Governance (Unity Catalog)</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/admin/governed-tags/" target="_blank" rel="noopener"><SPAN>Governed tags</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/data-governance/unity-catalog/data-lineage" target="_blank" rel="noopener"><SPAN>View data lineage using Unity Catalog</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/data-governance/unity-catalog/certify-deprecate-data" target="_blank" rel="noopener"><SPAN>Flag data as certified or deprecated</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/data-governance/unity-catalog/hive-metastore" target="_blank" rel="noopener"><SPAN>Work with the legacy Hive metastore alongside Unity Catalog</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/data-governance/unity-catalog/best-practices" target="_blank" rel="noopener"><SPAN>Unity Catalog best practices</SPAN></A></LI> </UL> <P><STRONG>Reference &amp; Release Notes</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/release-notes/" target="_blank" rel="noopener"><SPAN>Azure Databricks release notes</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/release-notes/product/" target="_blank" rel="noopener"><SPAN>Azure Databricks platform release notes</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/release-notes/runtime/" target="_blank" rel="noopener"><SPAN>Databricks Runtime release notes versions and compatibility</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/release-notes/dev-tools/" target="_blank" rel="noopener"><SPAN>Azure Databricks developer tools and SDKs release notes</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/release-notes/dev-tools/bundles" target="_blank" rel="noopener"><SPAN>Databricks Asset Bundles feature release notes</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/release-notes/dbconnect/" target="_blank" rel="noopener"><SPAN>Databricks Connect release notes</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/release-notes/whats-coming" target="_blank" rel="noopener"><SPAN>What's coming?</SPAN></A></LI> </UL> <P><SPAN>Thanks for tuning in to this week’s update! Got a topic you’d like us to dive into next? Share your suggestions in the comments, we'd love to hear your ideas!</SPAN></P> Fri, 13 Feb 2026 14:42:46 GMT Om_Jha 2026-02-13T14:42:46Z Documentation Update | 1st - 8th February 2026 https://community.databricks.com/t5/announcements/documentation-update-1st-8th-february-2026/m-p/148290#M600 <P><STRONG>Databricks documentation update:</STRONG><SPAN> Explore the latest Databricks docs, featuring practical how-to guides and in-depth reference material for data analysts, data scientists, and data engineers working in Databricks Data Science &amp; Engineering, Machine Learning, and SQL.</SPAN><SPAN><BR /></SPAN><SPAN>Here’s your weekly roundup of key updates to help you quickly see what’s new and most relevant for your workloads.</SPAN></P> <P><U><STRONG>AWS documentation update:</STRONG></U></P> <P><STRONG>Getting Started</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/getting-started/cloud-setup" target="_blank" rel="noopener"><SPAN>Sign up for Databricks free trial with existing AWS account</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/getting-started/free-edition" target="_blank" rel="noopener"><SPAN>Sign up for Databricks Free Edition</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/getting-started/" target="_blank" rel="noopener"><SPAN>Get started tutorials on Databricks</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/search/" target="_blank" rel="noopener"><SPAN>Search for workspace objects</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/databricks-ai/partner-powered" target="_blank" rel="noopener"><SPAN>Partner-powered AI features</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/notebooks/databricks-assistant-faq" target="_blank" rel="noopener"><SPAN>What is Databricks Assistant?</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/assistant/mcp" target="_blank" rel="noopener"><SPAN>Connect Databricks Assistant to MCP servers</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/database-objects/tags" target="_blank" rel="noopener"><SPAN>Apply tags to Unity Catalog securable objects</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/connect/" target="_blank" rel="noopener"><SPAN>Connect to data sources and external services</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/connect/managed-ingestion" target="_blank" rel="noopener"><SPAN>Connect to managed ingestion sources</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/query/" target="_blank" rel="noopener"><SPAN>Query data</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/data-quality-monitoring/anomaly-detection/" target="_blank" rel="noopener"><SPAN>Anomaly detection</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/data-quality-monitoring/data-profiling/expense" target="_blank" rel="noopener"><SPAN>View data quality monitoring expenses</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/dbfs/mounts" target="_blank" rel="noopener"><SPAN>Mounting cloud object storage on Databricks</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/external-access/credential-vending" target="_blank" rel="noopener"><SPAN>Unity Catalog credential vending for external system access</SPAN></A></LI> </UL> <P><STRONG>Data Management</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/ingestion/lakeflow-connect/" target="_blank" rel="noopener"><SPAN>Managed connectors in Lakeflow Connect</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/jobs/automate" target="_blank" rel="noopener"><SPAN>Automate job creation and management</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/oltp/" target="_blank" rel="noopener"><SPAN>Lakebase Postgres</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/sql/user/sql-editor/" target="_blank" rel="noopener"><SPAN>Write queries and explore data in the new SQL editor</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/sql/dbsql-api-latest" target="_blank" rel="noopener"><SPAN>Update to the latest Databricks SQL API version</SPAN></A></LI> </UL> <P><STRONG>AI &amp; Analytics</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/large-language-models/ai-functions" target="_blank" rel="noopener"><SPAN>Apply AI on data using Databricks AI Functions</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/generative-ai/agent-framework/build-genai-apps" target="_blank" rel="noopener"><SPAN>Build gen AI apps on Databricks</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/generative-ai/agent-framework/query-agent" target="_blank" rel="noopener"><SPAN>Query an agent deployed on Databricks</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/generative-ai/agent-framework/chat-app" target="_blank" rel="noopener"><SPAN>Build and share a chat UI with Databricks Apps (Model Serving)</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/genie/" target="_blank" rel="noopener"><SPAN>What is an AI/BI Genie space</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/genie/set-up" target="_blank" rel="noopener"><SPAN>Set up and manage an AI/BI Genie space</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/genie/best-practices" target="_blank" rel="noopener"><SPAN>Curate an effective Genie space</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/genie/talk-to-genie" target="_blank" rel="noopener"><SPAN>Use a Genie space to explore business data</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/genie/conversation-api" target="_blank" rel="noopener"><SPAN>Use the Genie API to integrate Genie into your applications</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/ai-bi/admin/themes" target="_blank" rel="noopener"><SPAN>Manage AI/BI dashboard workspace themes</SPAN></A></LI> </UL> <P><STRONG>Platform</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/compute/serverless/" target="_blank" rel="noopener"><SPAN>Connect to serverless compute</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/compute/configure" target="_blank" rel="noopener"><SPAN>Compute configuration reference</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/compute/gpu" target="_blank" rel="noopener"><SPAN>GPU-enabled compute</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/compute/custom-containers" target="_blank" rel="noopener"><SPAN>Customize containers with Databricks Container Service</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/compute/custom-containers" target="_blank" rel="noopener"><SPAN>Customize containers with Databricks Container Service</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/libraries/" target="_blank" rel="noopener"><SPAN>Install libraries</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/init-scripts/" target="_blank" rel="noopener"><SPAN>What are init scripts?</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/init-scripts/global" target="_blank" rel="noopener"><SPAN>Global init scripts</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/compute/sql-warehouse/create" target="_blank" rel="noopener"><SPAN>Create a SQL warehouse</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/dev-tools/databricks-apps/get-started" target="_blank" rel="noopener"><SPAN>Get started with Databricks Apps</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/dev-tools/databricks-apps/configuration" target="_blank" rel="noopener"><SPAN>Configure a Databricks app</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/dev-tools/databricks-apps/tags" target="_blank" rel="noopener"><SPAN>Apply tags to Databricks apps</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/dev-tools/databricks-apps/deploy" target="_blank" rel="noopener"><SPAN>Deploy a Databricks app</SPAN></A></LI> </UL> <P><STRONG>Integration</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/developers/" target="_blank" rel="noopener"><SPAN>Develop on Databricks</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/dev-tools/databricks-utils" target="_blank" rel="noopener"><SPAN>Databricks Utilities (dbutils) reference</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/dev-tools/ci-cd/" target="_blank" rel="noopener"><SPAN>CI/CD on Databricks</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/dev-tools/" target="_blank" rel="noopener"><SPAN>Local development tools</SPAN></A></LI> </UL> <P><STRONG>Governance&nbsp;</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/admin/admin-concepts" target="_blank" rel="noopener"><SPAN>Databricks administration overview</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/admin/account-settings/audit-logs" target="_blank" rel="noopener"><SPAN>Audit log reference</SPAN></A></LI> </UL> <P><STRONG>Reference &amp; Release Notes</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/release-notes/" target="_blank" rel="noopener"><SPAN>Databricks release notes</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/release-notes/runtime/" target="_blank" rel="noopener"><SPAN>Databricks Runtime release notes versions and compatibility</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/release-notes/dev-tools/" target="_blank" rel="noopener"><SPAN>Databricks developer tools and SDKs release notes</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/release-notes/dev-tools/bundles" target="_blank" rel="noopener"><SPAN>Databricks Asset Bundles feature release notes</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://docs.databricks.com/aws/en/release-notes/dbconnect/" target="_blank" rel="noopener"><SPAN>Databricks Connect release notes</SPAN></A></LI> </UL> <P><U><STRONG>AZURE documentation update:</STRONG></U></P> <P><STRONG>Getting Started</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/introduction/" target="_blank" rel="noopener"><SPAN>What is Azure Databricks?</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/getting-started/concepts" target="_blank" rel="noopener"><SPAN>Azure Databricks components</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/getting-started/" target="_blank" rel="noopener"><SPAN>Get started tutorials on Azure Databricks</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/getting-started/gen-ai-llm-agent" target="_blank" rel="noopener"><SPAN>Get started: Query LLMs and prototype AI agents with no code</SPAN></A></LI> </UL> <P><STRONG>Workspace UI</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/workspace/workspace-assets" target="_blank" rel="noopener"><SPAN>Introduction to workspace objects</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/search/" target="_blank" rel="noopener"><SPAN>Search for workspace objects</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/databricks-ai/partner-powered" target="_blank" rel="noopener"><SPAN>Partner-powered AI features</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/notebooks/databricks-assistant-faq" target="_blank" rel="noopener"><SPAN>What is Databricks Assistant?</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/assistant/mcp" target="_blank" rel="noopener"><SPAN>Connect Databricks Assistant to MCP servers</SPAN></A></LI> </UL> <P><STRONG>Data Guides</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/database-objects/tags" target="_blank" rel="noopener"><SPAN>Apply tags to Unity Catalog securable objects</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/connect/" target="_blank" rel="noopener"><SPAN>Connect to data sources and external services</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/connect/managed-ingestion" target="_blank" rel="noopener"><SPAN>Connect to managed ingestion sources</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/query/" target="_blank" rel="noopener"><SPAN>Query data</SPAN></A></LI> </UL> <P><STRONG>Data Engineering</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/ingestion/lakeflow-connect/" target="_blank" rel="noopener"><SPAN>Managed connectors in Lakeflow Connect</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/ldp/developer/ldp-sql-ref-create-materialized-view" target="_blank" rel="noopener"><SPAN>CREATE MATERIALIZED VIEW (pipelines)</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/ldp/dbsql/dbsql-for-ldp" target="_blank" rel="noopener"><SPAN>Use pipelines in Databricks SQL</SPAN></A></LI> </UL> <P><STRONG>OLTP Databases</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/oltp/" target="_blank" rel="noopener"><SPAN>Lakebase Postgres</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/oltp/projects/" target="_blank" rel="noopener"><SPAN>Lakebase Autoscaling</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/oltp/instances/" target="_blank" rel="noopener"><SPAN>Lakebase</SPAN></A></LI> </UL> <P><STRONG>Data Warehousing</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/metric-views/materialization" target="_blank" rel="noopener"><SPAN>Materialization for metric views</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/sql/user/sql-editor/" target="_blank" rel="noopener"><SPAN>Write queries and explore data in the new SQL editor</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/sql/dbsql-api-latest" target="_blank" rel="noopener"><SPAN>Update to the latest Databricks SQL API version</SPAN></A></LI> </UL> <P><STRONG>AI &amp; ML</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/generative-ai/tutorials/agent-quickstart" target="_blank" rel="noopener"><SPAN>Get started with AI agents</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/large-language-models/foundation-model-training/fine-tune-run-tutorial" target="_blank" rel="noopener"><SPAN>Tutorial: Create and deploy a Foundation Model Fine-tuning run</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/large-language-models/ai-playground" target="_blank" rel="noopener"><SPAN>Chat with LLMs and prototype generative AI apps using AI Playground</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/large-language-models/ai-functions" target="_blank" rel="noopener"><SPAN>Apply AI on data using Azure Databricks AI Functions</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/ai-gateway/" target="_blank" rel="noopener"><SPAN>AI Gateway</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/machine-learning/model-serving/foundation-model-overview" target="_blank" rel="noopener"><SPAN>Supported foundation models on Mosaic AI Model Serving</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/machine-learning/model-serving/score-foundation-models" target="_blank" rel="noopener"><SPAN>Use foundation models</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/machine-learning/foundation-model-apis/limits" target="_blank" rel="noopener"><SPAN>Foundation Model APIs limits and quotas</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/machine-learning/model-serving/acceptable-use-models" target="_blank" rel="noopener"><SPAN>Applicable model developer licenses and terms</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/compute/serverless/gpu" target="_blank" rel="noopener"><SPAN>Serverless GPU compute</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/machine-learning/sgc-examples/gpu-llms" target="_blank" rel="noopener"><SPAN>Large language models (LLMs)</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/machine-learning/automl-hyperparam-tuning/" target="_blank" rel="noopener"><SPAN>Hyperparameter tuning</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/generative-ai/guide/" target="_blank" rel="noopener"><SPAN>Introduction to generative AI apps on Azure Databricks</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/generative-ai/agent-framework/build-genai-apps" target="_blank" rel="noopener"><SPAN>Build gen AI apps on Azure Databricks</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/generative-ai/agent-framework/create-agent" target="_blank" rel="noopener"><SPAN>Create an AI agent</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/generative-ai/agent-bricks/" target="_blank" rel="noopener"><SPAN>Agent Bricks</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/generative-ai/agent-framework/author-agent" target="_blank" rel="noopener"><SPAN>Author an AI agent and deploy it on Databricks Apps</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/generative-ai/agent-framework/agent-tool" target="_blank" rel="noopener"><SPAN>AI agent tools</SPAN></A></LI> </UL> <P><STRONG>Business Intelligence</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dashboards/tutorials/" target="_blank" rel="noopener"><SPAN>Dashboard tutorials</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dashboards/tutorials/create-dashboard" target="_blank" rel="noopener"><SPAN>Create a dashboard</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dashboards/dashboard-agent" target="_blank" rel="noopener"><SPAN>Use Assistant for dashboard authoring</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dashboards/custom-calculations/" target="_blank" rel="noopener"><SPAN>What are custom calculations?</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dashboards/custom-calculations/level-of-detail" target="_blank" rel="noopener"><SPAN>Level of detail expressions</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dashboards/schedule-subscribe" target="_blank" rel="noopener"><SPAN>Manage scheduled dashboard updates and subscriptions</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dashboards/clone-legacy-to-aibi" target="_blank" rel="noopener"><SPAN>Clone a legacy dashboard to an AI/BI dashboard</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dashboards/parameters" target="_blank" rel="noopener"><SPAN>Work with dashboard parameters</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dashboards/settings" target="_blank" rel="noopener"><SPAN>Dashboard settings</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dashboards/genie-spaces" target="_blank" rel="noopener"><SPAN>Genie spaces with dashboards</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dashboards/visualizations/" target="_blank" rel="noopener"><SPAN>Dashboard visualizations</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/genie/" target="_blank" rel="noopener"><SPAN>What is an AI/BI Genie space</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/genie/set-up" target="_blank" rel="noopener"><SPAN>Set up and manage an AI/BI Genie space</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/genie/talk-to-genie" target="_blank" rel="noopener"><SPAN>Use a Genie space to explore business data</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/ai-bi/admin/" target="_blank" rel="noopener"><SPAN>AI/BI administration guide</SPAN></A></LI> </UL> <P><STRONG>Compute</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/compute/configure" target="_blank" rel="noopener"><SPAN>Compute configuration reference</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/compute/gpu" target="_blank" rel="noopener"><SPAN>GPU-enabled compute</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/libraries/" target="_blank" rel="noopener"><SPAN>Install libraries</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/init-scripts/" target="_blank" rel="noopener"><SPAN>What are init scripts?</SPAN></A></LI> </UL> <P><STRONG>Apps</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dev-tools/databricks-apps/get-started" target="_blank" rel="noopener"><SPAN>Get started with Databricks Apps</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dev-tools/databricks-apps/configure-env" target="_blank" rel="noopener"><SPAN>Set up your Databricks Apps workspace and development environment</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dev-tools/databricks-apps/configuration" target="_blank" rel="noopener"><SPAN>Configure a Databricks app</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dev-tools/databricks-apps/create-custom-app" target="_blank" rel="noopener"><SPAN>Create a custom Databricks app</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dev-tools/databricks-apps/view-app-details" target="_blank" rel="noopener"><SPAN>View the details for a Databricks app</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dev-tools/databricks-apps/tags" target="_blank" rel="noopener"><SPAN>Apply tags to Databricks apps</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dev-tools/databricks-apps/deploy" target="_blank" rel="noopener"><SPAN>Deploy a Databricks app</SPAN></A></LI> </UL> <P><STRONG>Developers</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/developers/" target="_blank" rel="noopener"><SPAN>Develop on Databricks</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dev-tools/databricks-utils" target="_blank" rel="noopener"><SPAN>Databricks Utilities (dbutils) reference</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/repos/" target="_blank" rel="noopener"><SPAN>Azure Databricks Git folders</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/repos/repos-setup" target="_blank" rel="noopener"><SPAN>Set up Databricks Git folders</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/repos/ci-cd" target="_blank" rel="noopener"><SPAN>CI/CD with Databricks Git folders</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/repos/limits" target="_blank" rel="noopener"><SPAN>Databricks Git folder limits and reference</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dev-tools/ci-cd/" target="_blank" rel="noopener"><SPAN>CI/CD on Azure Databricks</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/dev-tools/" target="_blank" rel="noopener"><SPAN>Local development tools</SPAN></A></LI> </UL> <P><STRONG>Administration</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/admin/admin-concepts" target="_blank" rel="noopener"><SPAN>Databricks administration overview</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/admin/workspace/" target="_blank" rel="noopener"><SPAN>Create a workspace</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/admin/workspace/create-workspace" target="_blank" rel="noopener"><SPAN>Deploy a workspace using the Azure Portal</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/admin/sql/" target="_blank" rel="noopener"><SPAN>SQL warehouse admin settings</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/admin/users-groups/manage-groups" target="_blank" rel="noopener"><SPAN>Manage groups</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/admin/users-groups/automatic-identity-management" target="_blank" rel="noopener"><SPAN>Sync users and groups automatically from Microsoft Entra ID</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/admin/system-tables/billing" target="_blank" rel="noopener"><SPAN>Billable usage system table reference</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/admin/account-settings/audit-logs" target="_blank" rel="noopener"><SPAN>Diagnostic log reference</SPAN></A></LI> </UL> <P><STRONG>Security &amp; Compliance</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/security/network/" target="_blank" rel="noopener"><SPAN>Networking</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/security/keys/cmk-managed-services-azure/" target="_blank" rel="noopener"><SPAN>Customer-managed keys for managed services</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/security/secrets/" target="_blank" rel="noopener"><SPAN>Secret management</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/security/privacy/security-profile" target="_blank" rel="noopener"><SPAN>Compliance security profile</SPAN></A></LI> </UL> <P><STRONG>Data Governance (Unity Catalog)</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/admin/governed-tags/" target="_blank" rel="noopener"><SPAN>Governed tags</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/data-governance/unity-catalog/data-lineage" target="_blank" rel="noopener"><SPAN>View data lineage using Unity Catalog</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/data-governance/unity-catalog/certify-deprecate-data" target="_blank" rel="noopener"><SPAN>Flag data as certified or deprecated</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/data-governance/unity-catalog/hive-metastore" target="_blank" rel="noopener"><SPAN>Work with the legacy Hive metastore alongside Unity Catalog</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/data-governance/unity-catalog/best-practices" target="_blank" rel="noopener"><SPAN>Unity Catalog best practices</SPAN></A></LI> </UL> <P><STRONG>Reference &amp; Release Notes</STRONG></P> <UL> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/release-notes/" target="_blank" rel="noopener"><SPAN>Azure Databricks release notes</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/release-notes/product/" target="_blank" rel="noopener"><SPAN>Azure Databricks platform release notes</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/release-notes/runtime/" target="_blank" rel="noopener"><SPAN>Databricks Runtime release notes versions and compatibility</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/release-notes/dev-tools/" target="_blank" rel="noopener"><SPAN>Azure Databricks developer tools and SDKs release notes</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/release-notes/dev-tools/bundles" target="_blank" rel="noopener"><SPAN>Databricks Asset Bundles feature release notes</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/release-notes/dbconnect/" target="_blank" rel="noopener"><SPAN>Databricks Connect release notes</SPAN></A></LI> <LI style="font-weight: 400;" aria-level="1"><A href="https://learn.microsoft.com/en-gb/azure/databricks/release-notes/whats-coming" target="_blank" rel="noopener"><SPAN>What's coming?</SPAN></A></LI> </UL> <P><SPAN>Thanks for tuning in to this week’s update! Got a topic you’d like us to dive into next? Share your suggestions in the comments, we'd love to hear your ideas!</SPAN></P> Fri, 13 Feb 2026 14:42:46 GMT https://community.databricks.com/t5/announcements/documentation-update-1st-8th-february-2026/m-p/148290#M600 Om_Jha 2026-02-13T14:42:46Z