Basics of Data Mining and Machine Learning  (Paperback, Dr. Shabia Shabir)

In the contemporary era, we're witnessing an unprecedented surge in data creation. Our approach to data analysis has evolved beyond mere simplicity; we now strive to comprehend it better and utilize it for informed decision-making. This book delves into this paradigm shift, particularly focusing on advancements in real-time data storage and analysis. We'll explore the strategies involved in designing systems capable of handling both static and real-time data, with a specific emphasis on online transaction processing. Additionally, we'll examine fundamental techniques for data extraction and analysis, elucidating how these methods aid in extracting valuable insights from stored data. The effective utilization of data is paramount for organizational success, yet the sheer volume of data generated daily poses significant challenges in management.