Navigating the Complexities of Big Data: A Comprehensive Review of Techniques and Tools

Abstract

Navigating the complexities of Big Data requires a deep understanding of various techniques and tools designed to manage, analyze, and extract valuable insights from vast and diverse datasets. This comprehensive review explores the key methodologies and technologies employed in Big Data analytics, including data storage solutions, data processing frameworks, and analytical tools. It examines the strengths and limitations of different approaches, such as distributed computing, real-time data processing, and machine learning. By analyzing the current landscape and emerging trends, this review aims to provide a thorough overview of how organizations can effectively leverage Big Data techniques and tools to achieve actionable insights and drive informed decision-making.