Outliers
Decision Analytics
Enhancing Insights with Visual Tools
Visuals for Business Success
Framework
Data Mining Techniques for Quality Assurance
Visual Representation Techniques
Business Insights
Enhanced Visualization 
Network Diagrams Visualize relationships and connections between different data points to identify clusters and
outliers ...
Decision Analytics 
Data Preparation: Cleaning and transforming data to ensure accuracy and relevance, which may involve handling missing values,
outliers, and inconsistencies
...
Enhancing Insights with Visual Tools 
storytelling for effective communication Improving decision-making processes through clearer insights Identifying
outliers and anomalies in data sets Encouraging data-driven culture within organizations Types of Visual Tools There are several types of visual tools that businesses can utilize
...
Visuals for Business Success 
Improved Decision-Making: With clear visuals, decision-makers can identify trends, patterns, and
outliers that may not be immediately apparent in raw data
...
Framework 
Cleaning and transforming raw data into a suitable format for analysis, including handling missing values and
outliers ...
Data Mining Techniques for Quality Assurance 
Anomaly Detection Identifying
outliers or unusual patterns in data
...
Visual Representation Techniques 
Visualizing data distributions and identifying
outliers ...
Business Insights 
Effective data visualization helps stakeholders to: Quickly grasp trends and patterns Identify
outliers and anomalies Make data-driven decisions Communicate findings effectively Common Data Visualization Tools Several tools are commonly used for data visualization:
...
Data Mining Techniques for Beginners 
Density-Based Clustering - Groups together points that are closely packed together, marking as
outliers points that lie alone in low-density regions
...
Forecast 
Assumes linear relationships, sensitive to
outliers ...
Selbstständig machen mit Ideen 
Der Weg in die Selbständigkeit beginnt nicht mit der Gründung eines Unternehmens, sondern davor - denn: kein Geschäft ohne Geschäftsidee. Eine gute Geschäftsidee fällt nicht immer vom Himmel und dem Gründer vor die auf den Schreibtisch ...