Introduction

Pragun's Data Handbook

A collection of design principles, strategies and frameworks to help you build data infrastructure and set up data teams.

A basic orientation for those who are new to the world of data and analytics using a fictional startup called "Jaffle Shop"

Tracking plan for an e-commerce service like Amazon.

Tracking plan for a video streaming service like Netflix.

A step-by-step guide to help you set up your data infrastructure from scratch.

Data warehouse tools help you store large volumes of data from various sources and run complex queries on it.

Data ingestion tools help you collect data from various sources and load it into your data warehouse.

Data modeling tools help you manage your data models and schemas.

Tools for scheduling and managing data pipelines.

Tools for visualizing and analyzing data.

Tools for tracking user behavior and product performance.

Consumer data platforms help you collect, unify, and activate customer data from various sources.

Reverse ETL tools help you sync data from your data warehouse back to your operational databases and SaaS tools.