Introduction In today’s digital-first world, businesses rely heavily on data analytics to optimize their marketing strategies, improve customer engagement, and drive revenue growth. Data analytics provides actionable insights that help marketers make informed decisions, personalize campaigns, and measure the success of their digital efforts.