Operational Analysis
Activities
Data Mining for Financial Risk Assessment
Financial Performance Insights
Development
Big Data in Finance
Opportunity
Solutions
Support Strategic Partnerships with Data 
Cost Savings Reduction in
operational costs due to collaborative efforts
...Business Analytics in Strategic Partnerships Business analytics involves the use of statistical
analysis, predictive modeling, and data mining to drive business decisions
...
Provisions 
These measures often involve the collection and
analysis of data to forecast potential outcomes, mitigate risks, and ensure that resources are allocated efficiently
...Operational Provisions: These involve the allocation of resources to ensure smooth operations during unforeseen circumstances
...
Activities 
of business analytics, various activities are undertaken to extract insights from data, inform decision-making, and enhance
operational efficiency
...This article explores the key activities involved in data
analysis within the business analytics domain
...
Data Mining for Financial Risk Assessment 
range of methods, including: Classification Clustering Regression Association rule learning Time series
analysis These techniques help organizations in the financial sector to uncover hidden patterns and relationships within their data, leading to more informed decision-making
...Operational Risk The risk of loss resulting from inadequate or failed internal processes, people, and systems
...
Financial Performance Insights 
Financial Performance Insights refer to the
analysis and interpretation of financial data to understand a company's financial health and performance
...Performance Evaluation: Regular financial performance analysis allows businesses to evaluate their
operational efficiency and profitability, leading to better resource allocation
...
Development 
Operational Efficiency: Streamlined processes and improved analytics lead to enhanced operational efficiency
...Description Optimization Finding the best course of action for a given situation based on data
analysis ...
Big Data in Finance 
transformed the financial landscape, enabling companies to gain deeper insights into market trends, customer behaviors, and
operational efficiencies
...Key techniques include: Predictive modeling Stress testing Scenario
analysis 2
...
Opportunity 
Operational Opportunities: These relate to improving internal processes, enhancing productivity, or reducing costs
...Identifying Opportunities Identifying opportunities requires a systematic approach, often supported by data
analysis and market research
...
Solutions 
of business analytics and business intelligence, solutions can be categorized into several distinct areas, including data
analysis, reporting, data visualization, and decision-making support
...analytics and intelligence is crucial for organizations aiming to: Enhance decision-making capabilities Improve
operational efficiency Identify market trends and customer preferences Reduce costs and increase profitability Gain a competitive advantage in the marketplace 3
...
Profit 
Profit and Business Analytics In the realm of business analytics, profit
analysis involves using data-driven techniques to understand profitability patterns and optimize financial performance
...Cost Control: Rising
operational costs can erode profit margins, making it essential for businesses to monitor and control expenses
...
Nebenberuflich selbstständig 
Nebenberuflich selbständig ist, wer sich neben seinem Hauptjob im Anstellungsverhältnis eine selbständige Nebentigkeit begründet.