Business Intelligence Framework Knowledge Assessment (Written Tasks)

This document presents a comprehensive solution to a business intelligence (BI) framework knowledge assessment. It begins with defining BI and its applications, emphasizing data-driven decision-making and the use of various tools. The solution outlines the development stages of BI systems, including identification, design, planning, and implementation. It stresses the importance of stakeholder consultation throughout the process and discusses the role of end-users in determining the impact of a BI system. The assignment also covers data warehousing, metadata, and various data analysis methods, such as trend analysis. Additionally, it addresses data requirements, usability measurement, and the components of a BI architecture, including ETL processes and data modeling. The document further explores acceptance criteria, the differences between entity-relationship and object-oriented models, and suitable load balancing algorithms for BI systems. The solution provides detailed explanations and examples for each concept, offering a thorough understanding of BI framework development and implementation.