Outliers
Building Predictive Models Effectively
Principles of Visualization
Data Analysis Tools
Data Mining Techniques for Fraud Detection
Practical Data Analysis Approaches
Insights from Visualizations
Visual Exploration
The Power of Visuals 
Enhanced Understanding: Visuals make it easier to comprehend large datasets, enabling stakeholders to grasp trends, patterns, and
outliers quickly
...
Building Predictive Models Effectively 
Data Cleaning: Process the data to remove inconsistencies, missing values, and
outliers that can skew results
...
Principles of Visualization 
visual elements like charts, graphs, and maps, data visualization tools provide an accessible way to see and understand trends,
outliers, and patterns in data
...
Data Analysis Tools 
Visualization Tools Data visualization tools convert data into graphical formats, making it easier to identify trends, patterns, and
outliers ...
Data Mining Techniques for Fraud Detection 
Clustering: Techniques like K-means and hierarchical clustering group similar data points together, which can help identify
outliers ...
Practical Data Analysis Approaches 
EDA is commonly applied in: Initial data assessment Feature selection for machine learning models Identifying
outliers and anomalies 6
...
Insights from Visualizations 
visual elements like charts, graphs, and maps, data visualization tools provide an accessible way to see and understand trends,
outliers, and patterns in data
...
Visual Exploration 
Identifying anomalies: Visualization can help in spotting
outliers and anomalies that may require further investigation
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Data Mining Techniques for Information Retrieval 
visual elements like charts, graphs, and maps, data visualization tools provide an accessible way to see and understand trends,
outliers, and patterns in data
...
Visualizing Data for Competitive Advantage 
visual elements like charts, graphs, and maps, data visualization tools provide an accessible way to see and understand trends,
outliers, and patterns in data
...
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 ...