Understanding the Data Science lifecycle is key to excelling in the field. This guide explains each stage, from data collection and cleaning to model building and deployment. Gain practical insights into the workflows used by industry professionals and how you can implement them in your own projects.Businesses are turning to Data Science for a competitive edge. Learn how organizations use Data Science to optimize processes, predict customer behavior, and innovate their services. This article highlights the significant impact of Data Science across various industries, backed by real-world case studies.