In today's data-driven business landscape, data engineering plays a vital role in enabling effective business analytics. This subject delves into the essential aspects of data engineering with a strong focus on the business context. You will explore fundamental concepts and techniques for data modeling, as well as cutting-edge frameworks and technologies required to construct data pipelines capable of handling large-scale data from diverse sources for business purposes. Throughout this subject, you will gain a comprehensive understanding of how to extract, transform, and prepare data for analysis, modeling, and reporting purposes within a business context. You will explore the practical aspects of data engineering, leveraging Python programming, and employing data processing tools and infrastructures to drive business growth and decision-making.