Age Based Allocation
Finance
Strategy
Importance of Statistical Analysis
Cost Analysis
Regression
Enhancing Operational Strategies through Data
Comprehensive Reporting for Management Decisions
Finance 
Finance plays a crucial role in the economy by ensuring the efficient
allocation of resources and facilitating economic growth
...Financial Analysis: The process of evaluating the financial health and performance of companies and making investment decisions
based on this analysis
...
Strategy 
Resource
Allocation: Strategic planning aids in the effective allocation of resources
based on analytical insights
...
Importance of Statistical Analysis 
Statistical analysis is a critical component of business analytics that assists organizations in making informed decisions
based on data
...Resource
Allocation Assists in optimizing resource allocation to maximize efficiency and productivity
...
Cost Analysis 
include: Methodology Description Activity-
Based Costing (ABC) A method that assigns costs to products based on the activities required to produce them
...Resource
Allocation: Assists in the efficient allocation of resources by identifying cost-effective options
...
Regression 
It is primarily used for predicting outcomes
based on historical data and for modeling the relationships between dependent and independent variables
...Resource
Allocation: Assists in optimizing resource allocation by predicting outcomes based on different scenarios
...
Enhancing Operational Strategies through Data 
Key components of operational strategies include: Process Optimization Resource
Allocation Supply Chain Management Performance Measurement 2
...Prescriptive Analytics Recommends actions
based on predictive analytics outcomes
...
Comprehensive Reporting for Management Decisions 
Resource
Allocation: Comprehensive reporting aids in optimizing resource allocation
based on data-driven insights
...
Data Goals 
Resource
Allocation: Clearly defined goals facilitate better allocation of resources, including time, personnel, and budget
...Enhanced Decision-Making: By focusing on specific objectives, organizations can make more informed decisions
based on data insights
...
Big Data Use Cases 
Segmentation: Businesses can segment customers
based on behavior, demographics, and purchasing patterns, allowing for targeted marketing strategies
...Resource
Allocation: Big Data analytics helps in optimizing resource allocation by analyzing usage patterns and demand forecasts
...
Financial Modeling for Risk Assessment 
Capital Budgeting: Models that assess the potential returns of investment projects and help in decision-making regarding capital
allocation ...Valuation: Models that determine the intrinsic value of assets or companies
based on various financial metrics
...
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