Budget Allocation
Engaging Stakeholders with Data Insights
Data Mining Techniques for Performance Metrics
Visualization Tools
Key Insights from Data Visual Analytics
Customer Insights Framework
Evaluation
Drive Brand Awareness
Engaging Stakeholders with Data Insights 
Market share analysis,
budget allocation Heat Maps Visualizes data through variations in color
...
Data Mining Techniques for Performance Metrics 
Regression For instance, a business may analyze the relationship between marketing spend and sales revenue to optimize their
budget allocation ...
Visualization Tools 
Cost: Consider the
budget for the tool, including any licensing fees and additional costs for training or support
...Healthcare Analytics: In the healthcare sector, visualization tools assist in tracking patient outcomes, resource
allocation, and operational efficiency
...
Key Insights from Data Visual Analytics 
Market share analysis,
budget allocation ...
Customer Insights Framework 
Resource
Allocation: Determining the necessary resources (
budget, personnel) to execute strategies
...
Evaluation 
Resource
Allocation: It aids in determining the most effective use of resources by identifying successful initiatives
...Key applications include:
Budget variance analysis Cost-benefit analysis Financial forecasting 3
...
Drive Brand Awareness 
Optimizing resource
allocation for maximum impact
...Budget Constraints: Limited marketing budgets can hinder brand awareness efforts
...
Efficiency 
Predictive Analytics: Utilizing historical data to forecast future trends, allowing businesses to optimize resource
allocation ...Resource Limitations: Constraints on
budget and personnel can hinder the implementation of efficiency initiatives
...
Data Analysis for New Product Development 
Resource Optimization: Data-driven decisions can lead to more efficient
allocation of resources, ensuring that time and
budget are utilized effectively
...
Effective Data Representation 
Sales performance,
budget allocation ...
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 ...