Big data refers to the exponential growth and availability of data from various sources. It is generated at a rapid pace from social media, online transactions, sensors and more. Big data is characterized by its volume, velocity and variety. While it provides opportunities for new insights and products, it also poses challenges around information overload and privacy. Extracting useful insights requires advanced analytical tools to process vast amounts of structured and unstructured data at high speeds.