🎯 End-to-End Guide to Building Data Products

Collection of our Top Resources, from Strategy to Data Product Evolution, and more!

This is a collection of materials addressing all you need to know about building data products for your use cases or your organisation. We keep updating this series.

Ch 1

Ch 2

Ch 3

Quick Reads for the Busy Bee🐝

We have covered the four stages of the Data Product Lifecycle in detail across individual chapters. For a quick read, here are the four stages at a glance: Design, Develop, Deploy, Evolve ♻️

For a more detailed breakdown, refer to the thorough segments below⬇️

Ch 4

Ch 5

Ch 6

Ch 7

Ch 8

Ch 9

Ch 10

Ch 11

Ch 12

Ch 13

Ch 14

Others | Facets of Data Products

How does a Data Product Strategy Impact the Day-to-Days of Your CMO, CDO, or CFO | Issue #34

What an Actual Lean AI Strategy Looks Like?

Does your LLMs speak the Truth: Ensure Optimal Reliability of LLMs with the Semantic Layer

Could Data Products Save (Real) Money?

Usage Analytics Roadblocks: Solving with Model-First Data Products

Data Products Speak Revenue. How? | Issue #52

Conceptual

Evolution of the Data Stack: The story of how we interpret ever-growing data | Issue #6

Figma for Data Products: Novel tech requires enough experimentation and a big playground

Data Product Mart? Can Data Really be treated as a Product

Why Data Craves Product Managers Beyond Doubt

The Approach vs Technology Confusion: Where do Data Products Fit In? | Issue #38

Design Paradigm & Modeling

Data Modeling from the POV of a Data Product Developer

Optimising Data Modeling for the Data-First Stack | Issue #4

The Go-To Metrics for Data Products: Start with these Few | Issue #12

Semantics-Specific

The Semantic Layer Movement: The Rise & Current State

Semantics and Data Product Enablement - A Practitioner's Secret | Frances O'Rafferty

How to Create a Governance Strategy That Fits Decentralisation Like a Glove

Role of Interoperability in End-to-End Data Governance | Issue #43

Versioning, Cataloging, and Decommissioning Data Products | Issue #42

Understanding the Clear Bounds for Data Products in the Organizational Data Mesh Journey | Issue #39

Challenges of Multiple Data Products, Duplication Management, and Governance | Issue #41

The Data Contract Pivot in Data Engineering | Issue #20

Role of Contracts in a Unified Data Infrastructure | Issue #11

Data-First Stack as an enabler for Data Products | Issue #7

Data Orchestration for Data Products - Hugo Lu | Issue #50

Data Pipelines for Data Products

The Infrastructure Subset of Data Products

The Uncanny Resemblance b/w Data Products on DDPs and Software Development

AI Augmentation to Scale Data Products to a Data Product Ecosystem

Evolution of the Data Landscape: Fragmented Tools to Unified Interfaces | Issue #13

Build Data Products With Snowflake | Part 1: Leveraging Existing Stacks

Snowflake for Data Products: Data Monetisation & Experience | Part 2

dbt for Data Products: Cost Savings, Experience, & Monetisation | Part 3