Big Data refers to extremely large and complex datasets that traditional data processing tools struggle to handle. It involves vast volumes of information generated at high velocity from sources like social media, sensors, and transactions. Specialized tools such as Hadoop and Spark are used to store, process, and analyze this data efficiently, enabling insights that drive decision-making and innovation across various industries.