Financial Analysis
Overview of Business Statistics
Utilizing Descriptive Insights for Decision Making
Analyzing Historical Business Performance
Predictive Analytics Applications
Data Mining
Exploring Market Opportunities with BI
Reporting
Metrics 
Financial Metrics: These metrics assess the financial health and performance of an organization
...Optimize Performance: Continuous measurement and
analysis of metrics lead to performance optimization
...
Overview of Business Statistics Business statistics is a branch of applied statistics that deals with the collection,
analysis, interpretation, presentation, and organization of data in a business context
...Finance: In finance, statistics is used for portfolio analysis, risk assessment, and
financial forecasting
...
Utilizing Descriptive Insights for Decision Making Data
Analysis: Utilizing statistical methods and tools to analyze the data and extract insights
...2
Financial Analysis Descriptive insights in finance enable businesses to assess their financial health by analyzing revenue, expenses, and profitability over time
...
Analyzing Historical Business Performance Overview Historical
analysis is a subset of business analytics and falls under the category of descriptive analytics
...Measures the
financial health of the business
...
Predictive Analytics Applications analytics: Customer Relationship Management Risk Management Supply Chain Management Marketing Campaigns
Financial Forecasting Healthcare Analytics Manufacturing Optimization 1
...Cash flow
analysis to ensure liquidity
...
Data Mining Overview Data mining involves the use of sophisticated data
analysis tools to discover patterns and relationships in large data sets
...Fraud Detection: Identifying unusual patterns that may indicate fraudulent activity in
financial transactions
...
Exploring Market Opportunities with BI Business Intelligence (BI) refers to the technologies, applications, and practices for the collection, integration,
analysis, and presentation of business data
...Case Study 2:
Financial Services A financial institution used predictive analytics to assess market risks and customer needs
...
Reporting Trend
Analysis: Reports can highlight trends over time, enabling businesses to adapt strategies proactively
...Financial Reporting Reports that provide insights into financial performance
...
Enhance Strategic Planning with Insights SWOT
Analysis: Identifying strengths, weaknesses, opportunities, and threats
...Case Study 2:
Financial Services Firm A financial services firm utilized prescriptive analytics to optimize their investment strategies
...
Strategic Insights Strategic insights refer to the actionable conclusions derived from data
analysis that guide decision-making processes within organizations
...Sales records, employee performance metrics,
financial reports External Data Data sourced from outside the organization
...
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