Operational Analysis
Data Quality Management
Supply Chain
Algorithms
Developing Effective Dashboards
Big Data Analytics
Monitoring Key Business Performance Metrics
Identifying Opportunities with Predictions
Business Continuity 
Business Impact
Analysis (BIA): Evaluating the effects of disruptions on critical business functions and determining recovery priorities
...Assess Impacts: Evaluate the potential impacts of disruptions on each function, including financial,
operational, and reputational consequences
...
Insights through Data Visualization Faster Decision Making: By visualizing data, businesses can make informed decisions more rapidly, thereby improving
operational efficiency
...Visualization Techniques There are several techniques used in data visualization, each suited for different types of data and
analysis ...
Assessment Utilizes risk matrices and impact
analysis to evaluate threats
...Operational Efficiency: Process assessments can identify bottlenecks and inefficiencies, leading to optimized workflows
...
Data Quality Management Effective DQM practices ensure that data is reliable and can support informed decision-making, enhance
operational efficiency, and improve customer satisfaction
...implementing DQM practices, including: Data Silos: Data stored in isolated systems can hinder effective data integration and
analysis ...
Supply Chain supply chain management is vital for several reasons: Cost Reduction: Streamlined processes minimize waste and lower
operational costs
...Supply Chain Analytics Supply chain analytics involves the use of data
analysis techniques to improve supply chain performance
...
Algorithms Learning Algorithms K-Means Clustering Hierarchical Clustering Principal Component
Analysis (PCA) Association Rules Reinforcement Learning Algorithms Q-Learning Deep Q-Networks Policy
...fields of business analytics and machine learning, enabling organizations to leverage data for improved decision-making and
operational efficiency
...
Developing Effective Dashboards Trend
Analysis: They enable users to spot trends over time for better forecasting
...Managers:
Operational data and team performance metrics
...
Big Data Analytics Some notable examples include: Healthcare: Analyzing patient data to improve treatment outcomes and
operational efficiency
...Telecommunications: Enhancing customer service and reducing churn through data
analysis ...
Monitoring Key Business Performance Metrics Monitoring key business performance metrics is essential for organizations aiming to achieve strategic goals and enhance
operational efficiency
...Integration Issues: Difficulty in integrating data from various sources can hinder
analysis ...
Identifying Opportunities with Predictions Data Preparation: Cleaning and transforming data to ensure accuracy and consistency for
analysis ...Cost Reduction: Identifying inefficiencies and optimizing processes can significantly lower
operational costs
...
Selbstständig machen z.B. nebenberuflich! 
Der Trend bei der Selbständigkeit ist auf gute Ideen zu setzen und dabei vieleich auch noch nebenberuflich zu starten - am besten mit einem guten Konzept ...
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