Disease Outbreak Prediction
Predictive Performance
Data Mining Techniques in Healthcare
Predictive Modeling for Decision Making
Identifying Opportunities with Predictions
Identification
Data Mining Analytics
Predictive Analytics
Using Statistics for Predictive Analytics 
Inferential Statistics: Makes inferences and
predictions about a population based on a sample
...Healthcare: Patient outcome prediction, resource allocation, and
disease outbreak forecasting
...
Crafting Predictive Insights 
Healthcare: Patient outcome
prediction,
disease outbreak forecasting, and resource allocation
...
Predictive Performance 
Accurate
predictions can lead to: Improved customer satisfaction through personalized services
...Healthcare In healthcare, predictive models assist in patient outcome forecasting,
disease outbreak prediction, and resource allocation
...
Data Mining Techniques in Healthcare 
Random Forest A collection of decision trees that improves
prediction accuracy
...healthcare, clustering can be used for patient segmentation, identifying high-risk groups, or discovering new subtypes of
diseases
...Disease
Outbreak Prediction: Forecasting potential outbreaks based on historical data
...
Predictive Modeling for Decision Making 
The primary goal of predictive modeling is to generate reliable
predictions that can inform business decisions and strategies
...Healthcare: In healthcare, predictive analytics aids in patient outcome prediction, resource allocation, and
disease outbreak forecasting
...
Identifying Opportunities with Predictions 
Identifying opportunities with
predictions is a crucial aspect of business analytics, particularly within the realm of predictive analytics
...Credit scoring Reduced risk of default and better loan approval processes Healthcare
Disease outbreak forecasting Enhanced preparedness and resource allocation Manufacturing Predictive maintenance Minimized downtime
...
Identification 
Healthcare In healthcare, identification can help with:
Disease outbreak detection by identifying patterns in patient data
...Telecommunications In telecommunications, identification is used for: Churn
prediction by identifying customers likely to discontinue service
...
Data Mining Analytics 
Healthcare: Predictive analytics for patient outcomes,
disease outbreak forecasting, and resource allocation
...Telecommunications: Churn
prediction, network optimization, and customer service enhancement
...
Predictive Analytics (K) 
statistical techniques, including machine learning, predictive modeling, and data mining, to analyze historical data and make
predictions about future events
...Healthcare Patient outcome predictions,
disease outbreak forecasting, operational efficiency
...
Predictive Frameworks 
Model Training: Using historical data to train the selected model to recognize patterns and make
predictions
...Healthcare: Patient outcome predictions,
disease outbreak forecasting, and resource allocation
...
Geschäftsiee Selbstläufer 
Der Start in die eigene Selbständigkeit beginnt mit einer Geschäftsidee u.zw. weit vor der Gründung des Unternehmens. Ein gute Geschäftsidee mit neuartigen Ideen und weiteren positiven Eigenschaften wird zur
"Selbstläufer Geschäftsidee". Hier braucht es dann nicht mehr viel, bis ein grosser Erfolg entsteht ...