Data Science is an interdisciplinary field that uses scientific methods and algorithms to extract insights from data. It involves data collection, cleaning, analysis, visualization, modeling, and deployment. To become a proficient data scientist, one needs programming skills in languages like Python and R, as well as a strong foundation in statistics and mathematics.