This book delves into the complexities and advancements of dynamic data structures specifically designed for streaming data in machine learning applications. It covers a range of topics including the fundamentals of streaming data, dynamic data structures, data stream processing, and advanced data structures, providing a comprehensive guide for professionals and researchers in the field.