Financial Analysis
Integrating Data Governance with Analytics
Evaluating Business Performance Metrics
Aligning Data with Strategy
Utilization
Goals
Effective Data Mining
The Role of Analytics in Business Intelligence
Opportunity 
Financial Opportunities: These involve investment prospects, cost-saving measures, or avenues for financing
...Identifying Opportunities Identifying opportunities requires a systematic approach, often supported by data
analysis and market research
...
Data Visualization in Practice Pie Chart Represents proportions of a whole with slices Market share
analysis Scatter Plot Displays values for two variables for a set of data Analyzing the correlation between advertising spend and sales
...Case Study 2:
Financial Performance Monitoring A financial services firm employed Microsoft Power BI to develop a comprehensive dashboard that tracked key performance indicators (KPIs) such as revenue, expenses, and client acquisition rates
...
Integrating Data Governance with Analytics The Role of Analytics in Business Analytics involves the systematic computational
analysis of data to uncover patterns, correlations, and trends
...Sales reports,
financial analysis Diagnostic Analytics Explores data to understand why something happened
...
Evaluating Business Performance Metrics This process involves the systematic collection and
analysis of data to measure various aspects of business performance
...summarizes the main types of metrics: Type of Metric Description Examples
Financial Metrics Metrics that measure the financial health of a business
...
Aligning Data with Strategy This process involves ensuring that data collection,
analysis, and interpretation are directly linked to the organization's strategic goals
...Case Study 2:
Financial Services Firm A financial services firm utilized data analytics to identify trends in customer behavior
...
Utilization critical concept in prescriptive analytics, which focuses on providing recommendations for optimal decision-making based on data
analysis ...Financial Analysis, Investment Space Utilization Rate The ratio of used space to total available space in a facility
...
Goals analytics and big data, "goals" refer to the specific objectives that organizations aim to achieve through the collection,
analysis, and interpretation of large datasets
...Financial reports, cost analysis
...
Effective Data Mining Regression: Regression
analysis predicts a continuous outcome based on one or more predictor variables
...It is often used in sales forecasting and
financial modeling
...
The Role of Analytics in Business Intelligence Intelligence Business Intelligence refers to the technologies, applications, and practices for the collection, integration,
analysis, and presentation of business information
...Sales reports,
financial analysis Diagnostic Analytics Examines data to determine why something happened
...
Evaluating Business Growth Indicates the overall
financial health of the business
...Some of the most common methodologies include: SWOT
Analysis: A strategic planning technique used to identify strengths, weaknesses, opportunities, and threats related to business competition or project planning
...
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