In today's swiftly changing business environment, mastering the utilization of data has become crucial for achieving success. Data analytics stands as the fundamental tool in this pursuit, allowing companies to extract valuable insights from large volumes of information. For those aiming to pursue a career in data analytics, grasping the complexities of the data analytics lifecycle is indispensable.