Data science involves collecting, organizing, and analyzing large amounts of data to discover patterns and draw conclusions. It has become an in-demand career field due to growth of data from technology and the internet. While data science uses tools like statistics and algorithms to interpret data, it also requires skills in computer science, math, communication, and creativity to extract meaningful insights and apply them effectively. However, data can also be presented in a misleading way if not handled responsibly.