Big data has become essential for organizations aiming to derive meaningful insights from this vast, complex data landscape. The surge in digital transformation initiatives, accelerated by the global pandemic, has seen a significant increase in data creation and usage. In the next decade, big data is set to undergo significant transformations, driven by advancements in AI and machine learning.