Operational Analysis
Planning
Data Strategy
Forecasting Trends Using Predictive Analytics
Risk Policies
Big Data Leadership
Business Performance Review
Reports
Data Synthesis 
involves the integration of data from multiple sources to create a cohesive and comprehensive dataset that can be used for
analysis, decision-making, and strategy development
...By synthesizing data, businesses can enhance their understanding of market trends, customer behavior, and
operational efficiencies
...
Enable Risk Mitigation through Analytics Risk mitigation through analytics involves the use of data
analysis techniques to identify, assess, and prioritize risks in a business environment
...leveraging advanced analytics, organizations can make informed decisions that minimize potential threats and enhance overall
operational resilience
...
Planning 1-3 years
Operational Planning Day-to-day planning that details the processes and tasks needed to run the organization
...Analyze the Current Situation: Assess the internal and external environment using tools like SWOT
analysis ...
Data Strategy encompasses a range of practices, methodologies, and technologies that enable businesses to harness data for decision-making,
operational efficiency, and competitive advantage
...Prescriptive Analytics: Providing recommendations for actions based on data
analysis, helping organizations make informed decisions
...
Forecasting Trends Using Predictive Analytics predictive analytics for trend forecasting: Statistical Methods: Traditional statistical techniques such as regression
analysis, time series analysis, and hypothesis testing
...and advanced analytical techniques, organizations can gain valuable insights that inform strategic decision-making, enhance
operational efficiency, and ultimately drive success
...
Risk Policies Operational Risk Policy A policy addressing risks arising from operational failures or inefficiencies
...context of business analytics, risk policies are vital for several reasons: Data Integrity: Ensuring that data used for
analysis is accurate, reliable, and secure
...
Big Data Leadership encompasses a range of practices, skills, and methodologies aimed at leveraging big data analytics for improved decision-making,
operational efficiency, and competitive advantage
...Increased Efficiency: Streamlining processes through data
analysis can reduce costs and improve productivity
...
Business Performance Review Performance Review A comprehensive Business Performance Review typically includes the following components: Financial
Analysis: Assessing financial metrics such as revenue, profit margins, and expenses
...Operational Performance: Evaluating the efficiency of business processes and resource utilization
...
Reports The following are some common types of reports used in business analytics:
Operational Reports: These reports provide insights into daily operations and performance metrics
...Findings Presents the results of the
analysis, often supported by charts and graphs
...
Data Audits Operational Audit Reviews the effectiveness of data governance practices
...Data
Analysis: Analyze the collected data to identify issues and areas for improvement
...
Nebenberuflich selbstständig 
Nebenberuflich selbständig ist, wer sich neben seinem Hauptjob im Anstellungsverhältnis eine selbständige Nebentigkeit begründet.
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