Data to Deployment | Corporate DS Project | eBook with Mohit Garg

Data to Deployment is a practical, corporate-focused Data Science eBook built around one of the most important and widely used business problems in the industry — Customer Churn Prediction.

Instead of simply teaching you how to build a churn model, we take you through the A–Z of how a Data Science project actually works in a corporate environment — from understanding the business problem and defining churn, working with real-world data, EDA and feature engineering, to model building, evaluation, business interpretation, client communication, deployment, and monitoring.

The eBook will help you:

1. Understand the Churn domain and how businesses think about customer retention.
2. Learn how an end-to-end corporate Data Science project works.
3. Understand the decisions, challenges, and trade-offs involved at every stage.
4. Build a project that you can confidently discuss and showcase on your resume.
5. Prepare better for interviews by learning how to explain your approach like an industry Data Scientist, rather than giving textbook answers.
6. Develop the ability to connect business problems → data → ML → business impact.