Skills Predictive Analytics
Implementing Self-Service BI Solutions
Data Mining Solutions
Maximize Operational Performance
Insight Framework
Implementing Data Solutions
Integrating Data Insights
BI Strategy
User Analysis 
User analysis is a critical component of business
analytics that focuses on understanding user behavior, preferences, and demographics to drive strategic decision-making
...Interpreting Data: Making sense of large volumes of data requires expertise and analytical
skills ...Predictive Analytics: Using historical data to forecast future user behavior and trends
...
Implementing Self-Service BI Solutions 
Over-Reliance on Tools: Users may become overly reliant on BI tools without developing analytical
skills ...future of self-service BI: Artificial Intelligence (AI): Increasing integration of AI to provide advanced
analytics and
predictive insights
...
Data Mining Solutions 
Finance Credit scoring, risk assessment, fraud detection Healthcare
Predictive analytics, patient diagnosis, treatment optimization Retail Market basket analysis, customer segmentation, inventory management
...Complexity: The complexity of data mining algorithms may require specialized knowledge and
skills ...
Maximize Operational Performance 
crucial in today's competitive business landscape where companies strive to achieve excellence through effective business
analytics and prescriptive analytics
...Utilize Advanced Analytics: Employing
predictive analytics and prescriptive analytics to forecast trends and optimize decision-making
...Enhance Employee Training: Providing regular training and development opportunities to improve
skills and productivity
...
Insight Framework 
The Insight Framework is a structured approach to business
analytics that focuses on transforming raw data into actionable insights
...Predictive Analysis Uses statistical models to forecast future outcomes
...Skill Gaps: Organizations may lack personnel with the necessary analytical
skills ...
Implementing Data Solutions 
Implementing data solutions is a critical aspect of modern business operations, particularly in the fields of business
analytics and business intelligence
...Machine Learning Platforms: Tools that facilitate
predictive analytics and automated decision-making
...Skill Gaps Shortages in personnel with the necessary data
skills and expertise
...
Integrating Data Insights 
Integrating data insights is a crucial aspect of modern business
analytics that involves combining various data sources and analytical methods to extract meaningful information that can drive decision-making
...Data preparation,
predictive analytics, and geospatial analysis
...Complexity: The integration process can be complex and time-consuming, requiring specialized
skills ...
BI Strategy 
Business Intelligence (BI) Strategy refers to the comprehensive plan that organizations put in place to leverage data
analytics, reporting, and data visualization tools to drive business decisions
...Provide Training: Offer comprehensive training programs to equip users with the necessary
skills ...trends that may shape future BI strategies include: Artificial Intelligence (AI) and Machine Learning: Leveraging AI for
predictive analytics and automated insights
...
Data Mining for Analyzing Sales Performance 
Complexity: Data mining techniques can be complex and require specialized knowledge and
skills ...performance analysis: Artificial Intelligence (AI): The integration of AI with data mining techniques will enhance
predictive analytics and automate decision-making processes
...
Recommendations 
SAS Statistical Software Advanced
analytics, multivariate analysis, and
predictive analytics
...Invest in Training: Regularly train employees on the latest data analysis tools and techniques to keep
skills current and relevant
...
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 ...