SWINBURNE UNIVERSITY OF TECHNOLOGY Organizational applications of Business Analytics INF30030 - Business Analytics
Organizational Applications of Business Analytic Abstract ~ This report is created in purpose of indicating the addressing Business Analytics organizational applications. Moreover, important BA models including SWOT Analysis, UML Modelling, SQL, PESTEL Analysis, User Story Modelling, will be introduced and discussed about their roles and functionality. The technical obstacle and general challenges when applying these models the real business cases will also be explained. I. Introduction 1. Banking Industry Situation Banking industry nowadays plays a key role for the growth of any governed financial system in any country. The industry is making profit by handling the cash, credit and other financial transactions for individual consumers and business alike. Banking has a variety of responsibilities in the economy. Banking institutions have to grow their customer base because they are commercial organizations. Banks don't sell products like other stores do; they offer thier own products. Find out where financial institutions obtain their finances from and exactly how they profit from their offerings. Through the provision of services crucial to an economy's operation, banks and other organizations play a crucial part in this. The primary duties of banks include protecting, transmitting, loaning, and sending and receiving mone assets in a variety of forms, as well as determining the creditworthiness of their clients. Find out more regarding the impact banking institutions have on the economic system. 2. What is Business Analytics? Data analysis, predictive learning, and other quantitative methods are used in business analytics (BA), a collection of methods and equipment, to confront business issues. Companies across industries generate massive data, which has increased the need for professionals who working on those data. Global firms are leveraging data to improve efficiency and production, make more crucial decisions, and carry out better financial management, according to a survey done by MicroStrategy. In order to utilize their information as a foundation for their choices, more businesses are becoming interested in data mining. Additionally, they want to use business analytics to automate numerous operations and find important insights. They would then apply the knowledge they had gained to offer themselves a competitive advantage. The tools and procedures used by businesses to measure their company performance are referred to as business analytics. It consists of quantitative methodologies tailored to certain goods, procedures, or projects. It may be used to assess both specific areas of the business and the overall firm. 3. Need of Business Analytics in Banking Industry Most of customer have a positive connection with our banks and other financial organizations. Our bank partnerships are built up by mutual trust, commitment, and self- service. Although, the rising complexity of banking products and services has spurred the demand for reliable tools to allow greater judgments based on insights. Business analysis supply the demand of identifying demand, supply and risk management. Banks really like to know if their clients are spending on schedule. They would like to know how their
consumers use their credit cards. They