From Data to Dollars: Getting Started with Data Analytics and AI in Startups by Piotr Sidoruk

This book is a premium first copy, similar to the original but not the original.

This book is a practical guide for startup teams on how to turn data into real business value. It explains how to build a lean, scalable data system from scratch and use analytics and AI to improve decision-making, product growth, and investor storytelling.

Instead of heavy enterprise theory, it focuses on real startup conditions—limited resources, fast iteration, and the need to make data directly impact revenue. It covers everything from setting up basic data infrastructure to advanced AI-driven insights and growth metrics.