Big data analytics helps turn large, complex datasets into useful insights, which are vital for data-driven decisions. The process involves stages like data collection, cleaning, processing, and analysis. Traditional tools often can't handle the vastness of these datasets, which is why specialized systems are necessary. Azure big data analytics offers an efficient, scalable platform for managing and analyzing big data, providing businesses with cloud-based solutions that eliminate the need for costly on-site infrastructure.