End of Year Documentation Update π
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β01-12-2026 07:19 AM
GCP Documentation - Hereβs a roundup of the most important GCP updates from the past month to help you quickly catch up on whatβs new and relevant for your workloads.
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Get started tutorials on Databricks (Updated on Dec 2nd 2025)
GET STARTED
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Sign up for Databricks Free Edition (Updated on Dec 10th 2025)
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Migrate Community Edition workspaces to Free Edition (Updated on Dec 9th 2025)
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Get started tutorials on Databricks (Updated on Dec 2nd 2025)
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What is Databricks One? (Updated on Dec 16th 2025)
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Introduction to workspace objects (Updated on Dec 11th 2025)
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Manage workspace objects (Updated on Dec 17th 2025)
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Partner-powered AI features (Updated on Dec 9th 2025)
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What is Databricks Assistant? (Updated on Dec 22nd 2025)
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Use Databricks Assistant (Updated on Dec 22nd 2025)
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Customize and improve Databricks Assistant responses (Updated on Jan 6th 2026)
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Extend the Assistant with agent skills (Updated on Jan 6th 2026)
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Data guides (Updated on Jan 7th 2026)
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Manage catalogs (Updated on Dec 13th 2025)
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Limit catalog access to specific workspaces (Updated on Dec 11th 2025)
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Manage schemas (Updated on Dec 113h 2025)
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What are Unity Catalog volumes? (Updated on Dec 11th 2025)
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Work with files in Unity Catalog volumes (Updated on Dec 10th 2025)
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Apply tags to Unity Catalog securable objects (Updated on Jan 6th 2026)
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Connect to a Google Cloud Storage (GCS) external location (Updated on Dec 18th 2025)
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Connect to an AWS S3 external location (read-only) (Updated on Dec 10th 2025)
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Connect to a Cloudflare R2 external location (Updated on Dec 10th 2025)
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Specify a managed storage location in Unity Catalog (Updated on Dec 4th 2025)
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Manage storage credentials (Updated on Dec 18th 2025)
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Manage external locations (Updated on Dec 18th 2025)
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Create service credentials (Updated on Dec 18th 2025)
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Manage service credentials (Updated on Dec 18th 2025)
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Use Unity Catalog service credentials to connect to external cloud services (Updated on Dec 22nd 2025)
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Connect to managed ingestion sources (Updated on Jan 7th 2026)
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JDBC Unity Catalog connection (Updated on Dec 26th 2025)
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Configure Microsoft Entra ID for SQL Server federation (Updated on Dec 4th 2025)
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Lakehouse Federation performance recommendations (Updated on Dec 30th 2025)
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Hive metastore federation: enable Unity Catalog to govern tables registered in a Hive metastore (Updated on Dec 18th 2025)
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Enable Hive metastore federation for a legacy workspace Hive metastore (Updated on Dec 18th 2025)
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Enable Hive metastore federation for an external Hive metastore (Updated on Dec 18th 2025)
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Enable Snowflake catalog federation (Updated on Dec 19th 2025)
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Notebook and SQL editor visualization types (Updated on Dec 3rd 2025)
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Query variant data (Updated on Dec 2nd 2025)
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Optimize stateful processing with watermarks (Updated on Dec 18th 2025)
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Sinks in Lakeflow Spark Declarative Pipelines (Updated on Dec 2nd 2025)
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Using sinks in pipelines (Updated on Dec 17th 2025)
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Prepare your data for GDPR compliance (Updated on Dec 23rd 2025)
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Configure Pipelines (Updated on Dec 8th 2025)
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Optimize the cluster utilization of Lakeflow Spark Declarative Pipelines with Autoscaling (Updated on Dec 1st 2025)
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Develop pipeline code with Python (Updated on Dec 15th 2025)
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Lakeflow Spark Declarative Pipelines Python language reference (Updated on Dec 15th 2025)
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Functions to define datasets (Updated on Dec 18th 2025)
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CREATE FLOW (pipelines) (Updated on Dec 15th 2025)
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Use streaming tables in Databricks SQL (Updated on Dec 8th 2025)
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Use materialized views in Databricks SQL (Updated on Dec 8th 2025)
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Configure materialized views in Databricks SQL (Updated on Dec 8th 2025)
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Lakeflow Jobs (Updated on Dec 17th 2025)
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Create your first workflow with Lakeflow Jobs (Updated on Dec 17th 2025)
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Setup a recurring query with backfill support using Lakeflow Jobs (Updated on Dec 17th 2025)
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Use dbt transformations in Lakeflow Jobs (Updated on Dec 17th 2025)
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Use a Python wheel file in Lakeflow Jobs (Updated on Dec 17th 2025)
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Create and run Scala and Java JARs on serverless compute (Updated on Dec 17th 2025)
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Orchestrate Lakeflow Jobs with Apache Airflow (Updated on Dec 17th 2025)
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Configure and edit Lakeflow Jobs (Updated on Dec 17th 2025)
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Trigger a single job run (Updated on Dec 16th 2025)
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Run jobs on a schedule (Updated on Dec 16th 2025)
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Trigger jobs when new files arrive (Updated on Dec 16th 2025)
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Run jobs continuously (Updated on Dec 18th 2025)
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Control the flow of tasks within Lakeflow Jobs (Updated on Dec 16th 2025)
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Best practices for configuring classic Lakeflow Jobs (Updated on Dec 16th 2025)
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Jobs with a large number of tasks (Updated on Dec 16th 2025)
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Backfill jobs (Updated on Dec 16th 2025)
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Power BI task for jobs (Updated on Dec 16th 2025)
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dbt platform task for jobs (Updated on Dec 16th 2025)
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Create a Databricks compatible JAR (Updated on Dec 30th 2025)
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Spark Submit Task Deprecation Notice & Migration Guide (Updated on Dec 30th 2025)
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Configure task dependencies (Updated on Dec 16th 2025)
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Manage identities, permissions, and privileges for Lakeflow Jobs (Updated on Dec 15th 2025)
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Add notifications on a job (Updated on Dec 18th 2025)
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Parameterize jobs (Updated on Dec 16th 2025)
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Configure job parameters (Updated on Dec 15th 2025)
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Configure task parameters (Updated on Dec 16th 2025)
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What is a dynamic value reference? (Updated on Dec 18th 2025)
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Use task values to pass information between tasks (Updated on Dec 16th 2025)
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Access parameter values from a task (Updated on Dec 16th 2025)
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Automate job creation and management (Updated on Dec 17th 2025)
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Unity Catalog metric views (Updated on Dec 12th 2025)
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Materialization for metric views (Updated on Dec 10th 2025)
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Work with query parameters (Updated on Dec 4th 2025)
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Databricks SQL alerts (Updated on Dec 3rd 2025)
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What are legacy alerts? (Updated on Dec 3rd 2025)
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Share data and AI assets securely (Updated on Jan 7th 2026)
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What is Delta Sharing? (Updated on Dec 18th 2025)
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Set up Delta Sharing for your account (for providers) (Updated on Dec 8th 2025)
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Read data shared using Databricks-to-Databricks Delta Sharing (for recipients) (Updated on Dec 3rd 2025)
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Create a recipient object for non-Databricks users using bearer tokens (open sharing) (Updated on Dec 8th 2025)
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Read data shared using Delta Sharing open sharing with bearer tokens (for recipients) (Updated on Dec 15th 2025)
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Create and manage shares for Delta Sharing (Updated on Dec 18th 2025)
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Access data shared with you using Delta Sharing (for recipients) (Updated on Dec 8th 2025)
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Audit and monitor data sharing (Updated on Dec 4th 2025)
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Troubleshoot common sharing issues in Delta Sharing (Updated on Dec 3rd 2025)
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Access data products in Databricks Marketplace using external platforms (Updated on Dec 10th 2025)
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Manage existing Databricks Marketplace listings (Updated on Dec 3rd 2025)
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Create clean rooms (Updated on Dec 18th 2025)
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Run notebooks in clean rooms (Updated on Dec 18th 2025)
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Create and work with output tables in Databricks Clean Rooms (Updated on Dec 18th 2025)
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Manage clean rooms (Updated on Dec 18th 2025)
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Work with Databricks clean rooms as an invited collaborator (Updated on Dec 18th 2025)
AI & ANALYTICS
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Use foundation models (Updated on Dec 19th 2025)
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Query a chat model (Updated on Dec 8th 2025)
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Query vision models (Updated on Dec 19th 2025)
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Query reasoning models (Updated on Dec 17th 2025)
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Function calling on Databricks (Updated on Dec 19th 2025)
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Databricks-hosted foundation models available in Foundation Model APIs (Updated on Dec 19th 2025)
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Model units in provisioned throughput (Updated on Dec 18th 2025)
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Foundation Model APIs limits and quotas (Updated on Dec 22nd 2025)
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Foundation Model APIs compliance and security (Updated on Dec 19th 2025)
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Foundation model REST API reference (Updated on Jan 6th 2026)
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Applicable model developer licenses and terms (Updated on Dec 19th 2025)
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Custom models overview (Updated on Dec 19th 2025)
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Query serving endpoints for custom models (Updated on Jan 7th 2026)
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Serverless optimized deployments for model serving endpoints (Updated on Dec 29th 2025)
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Pre-deployment validation for Model Serving (Updated on Dec 2nd 2025)
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Debugging guide for Model Serving (Updated on Dec 2nd 2025)
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Databricks Runtime for Machine Learning (Updated on Dec 5th 2025)
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Databricks Runtime ML maintenance policy (Updated on Dec 9th 2025)
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What is AutoML? (Updated on Dec 9th 2025)
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AutoML Python API reference (Updated on Dec 30th 2025)
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Databricks AI/BI (Updated on Dec 16th 2025)
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Dashboards (Updated on Dec 18th 2025)
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Use dashboard APIs to create and manage dashboards (Updated on Dec 9th 2025)
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Dataset optimization and caching (Updated on Dec 11th 2025)
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Share a dashboard (Updated on Jan 7th 2026)
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Embed a dashboard (Updated on Dec 1st 2025)
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Basic dashboard embedding (Updated on Dec 1st 2025)
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Manage scheduled dashboard updates and subscriptions (Updated on Dec 4th 2025)
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Work with dashboard parameters (Updated on Dec 4th 2025)
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Dashboard visualizations (Updated on Dec 4th 2025)
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AI/BI dashboard visualization types (Updated on Dec 16th 2025)
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Table and pivot table visualizations (Updated on Jan 6th 2026)
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Dashboard limits (Updated on Dec 11th 2025)
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What is an AI/BI Genie space (Updated on Dec 15th 2025)
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Set up and manage an AI/BI Genie space (Updated on Jan 6th 2026)
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Build a knowledge store for more reliable Genie spaces (Updated on Jan 7th 2026)
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Curate an effective Genie space (Updated on Dec 15th 2025)
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Troubleshoot Genie spaces (Updated on Dec 15th 2025)
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Use a Genie space to explore business data (Updated on Jan 7th 2026)
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Research Agent in Genie spaces (Updated on Jan 6th 2026)
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Use the Genie API to integrate Genie into your applications (Updated on Dec 16th 2025)
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What is consumer access? (Updated on Dec 16th 2025)
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AI/BI administration guide (Updated on Jan 7th 2026)
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Manage AI/BI assets using APIs (Updated on Dec 2nd 2025)
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Configure Slack notifications (Updated on Dec 2nd 2025)
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Configure Microsoft Teams notifications (Updated on Dec 2nd 2025)
PLATFORM
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Data discovery and collaboration in the lakehouse (Updated on Dec 17th 2025)
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Introduction to the well-architected data lakehouse (Updated on Dec 16th 2025)
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Data lakehouse architecture: Databricks well-architected framework (Updated on Dec 16th 2025)
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Performance efficiency for the data lakehouse (Updated on Dec 16th 2025)
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Best practices for performance efficiency (Updated on Dec 9th 2025)
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Best practices for serverless compute (Updated on Dec 4th 2025)
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Configure the serverless environment (Updated on Dec 4th 2025)
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Serverless compute limitations (Updated on Dec 12th 2025)
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Compute configuration reference (Updated on Dec 4th 2025)
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Improve compute launch reliability using flexible node types (Updated on Dec 18th 2025)
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Flexible node type compatibility reference (Updated on Dec 17th 2025)
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Use the simple form to manage compute (Updated on Dec 4th 2025)
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Allowlist libraries and init scripts on compute with standard access mode (formerly shared access mo... (Updated on Dec 10th 2025)
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Standard compute requirements and limitations (Updated on Dec 4th 2025)
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Install libraries from a package repository (Updated on Dec 30th 2025)
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View compute metrics (Updated on Jan 5th 2026)
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Gaps between Spark jobs (Updated on Dec 30th 2025)
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Monitor a SQL warehouse (Updated on Dec 8th 2025)
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Develop code in Databricks notebooks (Updated on Dec 9th 2025)
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Navigate the Databricks notebook and file editor (Updated on Dec 2nd 2025)
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Use the Data Science Agent (Updated on Jan 5th 2026)
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Databricks widgets (Updated on Dec 30th 2025)
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Notebook compute resources (Updated on Dec 9th 2025)
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Create and manage scheduled notebook jobs (Updated on Dec 18th 2025)
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Dashboards in notebooks (Updated on Dec 18th 2025)
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Software engineering best practices for notebooks (Updated on Dec 17th 2025)
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Known limitations Databricks notebooks (Updated on Dec 18th 2025)
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Databricks tables concepts (Updated on Dec 11th 2025)
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Convert an external table to a managed Unity Catalog table (Updated on Jan 5th 2026)
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What is Apache Iceberg in Databricks? (Updated on Dec 8th 2025)
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Drop or replace a table (Updated on Dec 1st 2025)
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Optimize data file layout (Updated on Dec 1st 2025)
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Remove unused data files with vacuum (Updated on Dec 10th 2025)
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Clone a table on Databricks (Updated on Dec 1st 2025)
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Shallow clone for Unity Catalog tables (Updated on Dec 1st 2025)
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Review table details with describe detail (Updated on Dec 1st 2025)
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Enrich tables with custom metadata (Updated on Dec 1st 2025)
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Use liquid clustering for tables (Updated on Dec 30th 2025)
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Data skipping (Updated on Dec 1st 2025)
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Control data file size (Updated on Dec 1st 2025)
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Table size on Databricks (Updated on Dec 17th 2025)
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Delta Lake feature compatibility and protocols (Updated on Jan 5th 2026)
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Deletion vectors in Databricks (Updated on Dec 30th 2025)
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Use Delta Lake change data feed on Databricks (Updated on Dec 30th 2025)
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Read Delta tables with Iceberg clients (Updated on Dec 15th 2025)
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Optimize performance on the VARIANT data with shredding (Updated on Dec 3rd 2025)
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Work with table history (Updated on Dec 10th 2025)
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Update table schema (Updated on Dec 1st 2025)
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Table properties reference (Updated on Dec 10th 2025)
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Row filters and column masks (Updated on Dec 30th 2025)
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Manually apply row filters and column masks (Updated on Dec 30th 2025)
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Set Spark configuration properties on Databricks (Updated on Dec 18th 2025)
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Build a custom stateful application (Updated on Dec 1st 2025)
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PySpark basics (Updated on Dec 2nd 2025)
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PySpark custom data sources (Updated on Dec 2nd 2025)
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PySpark functions (Updated on Dec 1st 2025)
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Develop on Databricks (Updated on Dec 11th 2025)
INTEGRATION
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RStudio on Databricks (Updated on Dec 3rd 2025)
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SQL language reference (Updated on Dec 23rd 2025)
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User-defined functions (UDFs) in Unity Catalog (Updated on Dec 12th 2025)
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Batch Python User-defined functions (UDFs) in Unity Catalog (Updated on Dec 10th 2025)
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Python user-defined table functions (UDTFs) in Unity Catalog (Updated on Dec 9th 2025)
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User-defined aggregate functions - Scala (Updated on Dec 30th 2025)
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What happened to Databricks Repos? (Updated on Dec 19th 2025)
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Set up Databricks Git folders (Updated on Dec 5th 2025)
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Enable or disable Databricks Git folders (Updated on Dec 16th 2025)
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Set up private Git connectivity for Databricks Git folders (Updated on Dec 19th 2025)
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CI/CD with Databricks Git folders (Updated on Dec 17th 2025)
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Databricks Git folder limits and reference (Updated on Dec 30th 2025)
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Troubleshooting errors for Databricks Git folders (Updated on Dec 19th 2025)
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What asset types are supported by Git folders? (Updated on Dec 3rd 2025)
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CI/CD on Databricks (Updated on Dec 5th 2025)
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What are Databricks Asset Bundles? (Updated on Dec 11th 2025)
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Manage Databricks apps using Databricks Asset Bundles (Updated on Dec 8th 2025)
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Develop Databricks Asset Bundles (Updated on Dec 11th 2025)
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Migrate existing resources to a bundle (Updated on Dec 17th 2025)
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Sharing bundles and bundle files (Updated on Dec 30th 2025)
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Bundle configuration in Python (Updated on Jan 7th 2026)
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Migrate to the direct deployment engine (Updated on Dec 8th 2025)
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Set up Databricks Asset Bundles to work in an air-gapped environment (Updated on Dec 11th 2025)
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Databricks Asset Bundle configuration (Updated on Dec 4th 2025)
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Configuration reference (Updated on Dec 8th 2025)
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Databricks Asset Bundles resources (Updated on Jan 6th 2026)
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Substitutions and variables in Databricks Asset Bundles (Updated on Dec 4th 2025)
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Databricks Asset Bundle deployment modes (Updated on Jan 7th 2026)
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Set permissions for resources in Databricks Asset Bundles (Updated on Dec 9th 2025)
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Use a private artifact in a bundle (Updated on Dec 11th 2025)
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Add tasks to jobs in Databricks Asset Bundles (Updated on Jan 7th 2026)
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GitHub Actions (Updated on Jan 6th 2026)
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CI/CD with Jenkins on Databricks (Updated on Dec 11th 2025)
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Local development tools (Updated on Dec 11th 2025)
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Enable workload identity federation in CI/CD (Updated on Dec 11th 2025)
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Authenticate with an identity provider token (Updated on Jan 2nd 2026)
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Authorize user access to Databricks with OAuth (Updated on Dec 12th 2025)
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Databricks CLI tutorial (Updated on Dec 11th 2025)
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Basic usage for the Databricks CLI (Updated on Dec 12th 2025)
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Databricks CLI commands (Updated on Dec 15th 2025)
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bundle command group (Updated on Jan 6th 2026)
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Databricks CLI migration (Updated on Dec 11th 2025)
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Databricks Connect usage requirements (Updated on Dec 2nd 2025)
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Databricks Connect support in Databricks notebooks (Updated on Dec 11th 2025)
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Tutorial: Develop a Databricks app locally with Databricks Connect (Updated on Dec 11th 2025)
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Code examples for Databricks Connect for Python (Updated on Dec 11th 2025)
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Databricks Utilities with Databricks Connect for Python (Updated on Dec 11th 2025)
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Migrate to Databricks Connect for Python (Updated on Dec 11th 2025)
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User-defined functions in Databricks Connect for Python (Updated on Dec 10th 2025)
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Asynchronous queries with Databricks Connect for Python (Updated on Dec 11th 2025)
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PySpark shell (Updated on Dec 11th 2025)
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Code examples for Databricks Connect for Scala (Updated on Dec 11th 2025)
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Databricks Utilities with Databricks Connect for Scala (Updated on Dec 11th 2025)
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Asynchronous queries and interruptions with Databricks Connect for Scala (Updated on Dec 11th 2025)
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Migrate to Databricks Connect for Scala (Updated on Dec 11th 2025)
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Install the Databricks extension for Visual Studio Code (Updated on Dec 11th 2025)
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Databricks Asset Bundles extension features (Updated on Dec 11th 2025)
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Run a file on a cluster or a file or notebook as a job in Databricks using the Databricks extension ... (Updated on Dec 11th 2025)
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Command Palette commands for the Databricks extension for Visual Studio Code (Updated on Dec 11th 2025)
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Settings for the Databricks extension for Visual Studio Code (Updated on Dec 11th 2025)
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Databricks SSH tunnel (Updated on Dec 30th 2025)
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Databricks SDK for Python (Updated on Dec 30th 2025)
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Databricks SDK for Java (Updated on Dec 9th 2025)
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SQL connectors, libraries, drivers, APIs, and tools (Updated on Jan 7th 2026)
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Databricks ODBC Driver (Simba) (Updated on Dec 16th 2025)
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Download and install the Databricks ODBC Driver (Simba) (Updated on Dec 17th 2025)
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Compute settings for the Databricks ODBC Driver (Simba) (Updated on Dec 11th 2025)
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Authentication settings for the Databricks ODBC Driver (Simba) (Updated on Dec 16th 2025)
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Driver capability settings for the Databricks ODBC Driver (Simba) (Updated on Dec 16th 2025)
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Create an ODBC DSN for the Databricks ODBC Driver (Simba) (Updated on Dec 11th 2025)
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Create an ODBC DSN-less connection string for the Databricks ODBC Driver (Simba) (Updated on Dec 11th 2025)
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Manage files in Unity Catalog volumes with the Databricks ODBC Driver (Simba) (Updated on Dec 11th 2025)
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Test the Databricks ODBC Driver (Simba) (Updated on Dec 11th 2025)
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Databricks JDBC Driver (Updated on Jan 7th 2026)
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Supported connection properties (Updated on Dec 15th 2025)
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Run queries using the JDBC driver (Updated on Dec 1st 2025)
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Java API reference for the Databricks JDBC Driver (Updated on Dec 2nd 2025)
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Databricks JDBC Driver (Simba) (Updated on Jan 7th 2026)
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Download and reference the Databricks JDBC Driver (Simba) (Updated on Jan 7th 2026)
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Configure a connection to Databricks using the Databricks JDBC Driver (Simba) (Updated on Dec 11th 2025)
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Authentication settings for the Databricks JDBC Driver (Simba) (Updated on Dec 16th 2025)
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Compute settings for the Databricks JDBC Driver (Simba) (Updated on Dec 11th 2025)
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Driver capability settings for the Databricks JDBC Driver (Simba) (Updated on Dec 15th 2025)
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Legacy Databricks JDBC Driver (Updated on Dec 11th 2025)
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Manage files in Unity Catalog volumes with the Databricks JDBC Driver (Simba) (Updated on Dec 11th 2025)
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Testing the Databricks JDBC Driver (Simba) (Updated on Dec 11th 2025)
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Databricks Apps (Updated on Jan 5th 2026)
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Get started with Databricks Apps (Updated on Dec 8th 2025)
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View the details for a Databricks app (Updated on Dec 4th 2025)
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Configure permissions for a Databricks app (Updated on Dec 2nd 2025)
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Configure Databricks app execution with app.yaml (Updated on Dec 4th 2025)
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Add resources to a Databricks app (Updated on Dec 16th 2025)
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Add a Genie space resource to a Databricks app (Updated on Dec 16th 2025)
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Add a Lakeflow Jobs resource to a Databricks app (Updated on Dec 16th 2025)
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Add an MLflow experiment resource to a Databricks app (Updated on Dec 16th 2025)
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Add a model serving endpoint resource to a Databricks app (Updated on Dec 16th 2025)
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Add a secret resource to a Databricks app (Updated on Dec 16th 2025)
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Add a SQL warehouse resource to a Databricks app (Updated on Dec 16th 2025)
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Add a Unity Catalog connection resource to a Databricks app (Updated on Dec 16th 2025)
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Add a user-defined function (UDF) resource to a Databricks app (Updated on Dec 16th 2025)
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Add a Unity Catalog volume resource to a Databricks app (Updated on Dec 16th 2025)
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Add a vector search index resource to a Databricks app (Updated on Dec 16th 2025)
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Define environment variables in a Databricks app (Updated on Dec 4th 2025)
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Manage dependencies for a Databricks app (Updated on Dec 3rd 2025)
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Tutorial: Develop a Node.js Databricks app (Updated on Dec 4th 2025)
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Tutorial: Develop a Databricks app with Streamlit (Updated on Dec 4th 2025)
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Deploy a Databricks app (Updated on Dec 4th 2025)
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Configure Databricks sign-on from Tableau Server (Updated on Dec 19th 2025)
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Enable or disable partner OAuth applications (Updated on Dec 19th 2025)
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Override partner OAuth token lifetime policy (Updated on Dec 19th 2025)
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Single-use refresh tokens (Updated on Dec 19th 2025)
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Manage connections in Partner Connect (Updated on Dec 17th 2025)
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Power BI with Databricks (Updated on Jan 5th 2026)
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Configure service principals on Databricks for Power BI (Updated on Jan 5th 2026)
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Connect Power BI Desktop to Databricks (Updated on Jan 5th 2026)
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Publish to the Power BI service from Databricks (Updated on Jan 5th 2026)
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Arrow Database Connectivity (ADBC) driver for Power BI (Updated on Jan 5th 2026)
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Power BI cheat sheet (Updated on Dec 17th 2025)
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Connect to Databricks from Microsoft Power Platform (Updated on Jan 7th 2026)
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Connect to Looker (Updated on Dec 10th 2025)
- Connect Tableau and Databricks (Updated on Dec 19th 2025)
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β01-12-2026 08:38 AM
Thank you for sharing @Om_Jha π
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β01-12-2026 02:03 PM
This is really useful! Thanks for sharing @Om_Jha π
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β01-13-2026 12:25 AM
Thank you! π
I am really glad that the post was useful for you, will keep sharing more like this in future!