Victorian Institute of Technology: ML for Processing Big Data

This research proposal investigates the utilization of machine learning techniques for minimizing the processing of large datasets. It begins with an abstract summarizing the study's focus on how machine learning, particularly in data mining, can help businesses manage and analyze large datasets more efficiently. The proposal outlines the research's background, purpose, rationale, and central research question: What is the role of machine learning techniques in processing larger datasets? The methodology section details the qualitative research design, including a literature review for data collection and descriptive content analysis for data analysis. The proposal highlights the significance of machine learning in addressing data handling issues and aims to enhance skills and provide insights into the characteristics of machine learning techniques. It also includes a proposed time schedule and references to relevant literature, emphasizing the potential contributions of the research to the field.