Deploying projects in the cloud is crucial for Data Scientists to build a strong portfolio. It enables them to showcase work as interactive, accessible applications for stakeholders and recruiters. By bridging the gap between model development and real-world usability, cloud deployment highlights their ability to deliver end-to-end solutions, enhancing professional credibility.