Datta SableDATA / DESIGN / ENGINEERING
dbt & Modern Analytics Engineering: Modular Data Transformation book cover

Inside the handbook

  1. Table of Contents & Modern Analytics Blueprint
  2. dbt Core vs. dbt Cloud: Enterprise Architecture
  3. The Three-Tier Model Architecture
  4. Materializations: View, Table, Ephemeral & Incremental
  5. Mastering Incremental Models: Merge Strategies
  6. Jinja Templating & Enterprise Macros
  7. Testing Framework: Schema vs. Singular Tests
  8. Sources & Freshness SLAs: Upstream Defense
  9. Snapshots: Automating Type 2 SCDs in SQL
  10. Seeds & Exposures: Bridging the BI Boundary
Analytics Engineering / 2026 Edition

dbt & Modern Analytics Engineering: Modular Data Transformation

By Datta Sable

The definitive production manual for modular SQL data transformations, dbt Mesh multi-project architectures, automated Slim CI pipelines, and MetricFlow semantic layers.

22 pagesPDFEnglishUpdated 28 October 2026
₹99.00
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Independent educational resource. Not affiliated with or endorsed by Microsoft. Contact the author.

A practical handbook

A 22-page practical production handbook by Datta Sable covering dbt & Modern Analytics Engineering: Modular Data Transformation. Complete architecture blueprints, code walkthroughs, and checklists. PDF handbook only; no companion source code archive supplied.

What you will practice

  • Master end-to-end architecture for dbt & Modern Analytics Engineering: Modular Data Transformation
  • Apply production-grade code, schemas, and configurations
  • Review enterprise checklists and troubleshooting runbooks

Who it is for

  • Data Architects
  • Analytics Engineers
  • Senior Database Engineers
  • Technical Leaders

Before you start

  • Basic familiarity with modern data architectures
  • Familiarity with SQL and analytical databases

Included files

  • 22-page PDF handbook

Not included

  • Downloadable companion ZIP source code
  • Live cloud environment subscription credentials

Delivery, licensing & updates

How do I receive this PDF?

After a server-verified captured payment, access appears in your private library. Sign in or verify your purchase email. Download links expire and can be regenerated in the library. Payment receipts are queued separately; email failure does not remove access.

Can I share the file?

Personal learning use only. Redistribution, resale, and public upload are strictly prohibited.

What updates are included?

Access includes the purchased PDF version. Future editions are not included unless explicitly stated.

Where can I get purchase support?

Contact Datta Sable with your order number. Review the refund policy before purchase.