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Databricks Notebook Framework
Production-grade notebook development framework with structured project templates, reusable utility modules, testing patterns, and CI/CD integration for Databricks.
Spark Optimization Playbook
Hands-on guide and toolkit for optimizing PySpark workloads on Databricks. Diagnostic scripts, 25 optimization patterns, cluster sizing calculator, and benchmarking framework.
Databricks CI/CD Accelerator
Complete CI/CD pipeline configurations for Databricks across Azure DevOps, GitHub Actions, and GitLab CI. Multi-environment promotion with approval gates.
Unity Catalog Migration Kit
Step-by-step migration toolkit from Hive Metastore to Unity Catalog. Assessment scripts, automated migration, validation tests, and rollback procedures.
Databricks Monitoring & Alerting Suite
Complete monitoring and observability setup with 8 SQL dashboards, alert definitions, webhook templates, and 50+ system table queries.
Azure Data Factory Integration Templates
15 production-ready ADF pipeline templates for REST API, SFTP, SQL Server, and Event-driven ingestion into Databricks lakehouse.
Azure Synapse-Databricks Integration Kit
Integration patterns for organizations running both Synapse and Databricks. Serverless views, Power BI setup, and cost comparison tools.
Azure Cost Guardian Toolkit
Comprehensive Azure cost management toolkit covering the entire data platform. 50+ API queries, anomaly detection, RI calculator, and FinOps playbook.
Azure DevOps for Data Pipelines
Complete Azure DevOps configuration for data pipeline CI/CD covering Terraform, DABs, ADF, and SQL deployments in a unified architecture.
Multi-Cloud Lakehouse Blueprint
Architecture blueprint and Terraform templates for Databricks on Azure + AWS with unified governance, cost management, and Delta Sharing.
Data Contract Framework
Complete data contract implementation with YAML spec, CLI generator, schema validation, SLA monitoring, and breaking change detection.
Medallion Architecture Accelerator
Production implementation of Bronze/Silver/Gold architecture on Databricks with metadata-driven pipeline generator and quality gates.
Data Mesh Starter Kit
Organizational and technical toolkit for data mesh: maturity assessment, domain decomposition, self-serve templates, and federated governance.
Real-Time Streaming Toolkit
Production streaming patterns for Structured Streaming and Delta Live Tables with Kafka/Event Hub integration and monitoring dashboards.
Data Migration Factory
Industrialized migration framework with extractors for 8 source types (SQL Server, PostgreSQL, Oracle, MySQL, files, APIs), validation, and cutover runbooks.
Platform Team Playbook
Operating manual for data platform teams with structure templates, RACI generator, incident management, and scaling guide.
Data Product Canvas Kit
Business toolkit for data products: canvas template, 10 pre-filled examples, value assessment, lifecycle model, and RICE prioritization.
Compliance Automation Suite
Automated compliance for GDPR, SOC 2, ISO 27001, and NIS2. Evidence collection scripts, DPIA templates, and audit preparation guide.
Databricks Disaster Recovery Kit
Complete DR and business continuity with active-passive/active-active patterns, Terraform templates, failover automation, and RTO/RPO calculator.
Executive Data Strategy Toolkit
Board-ready data strategy deliverables: maturity assessment, ROI calculator, executive dashboards, vendor comparison, and First 100 Days plan.
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