The realm of data science is a fascinating landscape where raw data transmutes into actionable knowledge. A full-stack data scientist embodies the competencies to navigate this dynamic terrain, conducting the entire data lifecycle from acquisition to deployment. Essentially, full-stack data science demands a multifaceted skillset that integrates