Investment Strategies
Operational Metrics
Performance Data
Insight Metrics
The Future of Predictive Analytics Technologies
Information Analysis
Forecasting Insights
Developing Green Policies for Urban Sustainability
Data Sources 
Data Sources in Business Analytics In business analytics, various data sources are commonly utilized to drive insights and
strategies ...Financial Data Secondary Financial performance analysis, risk assessment, and
investment strategies
...
Operational Metrics 
Data-Driven Decision Making: Operational metrics provide empirical data that aids in making informed decisions, ensuring that
strategies are based on facts rather than intuition
...Resource Allocation: Metrics help in optimizing resource allocation by identifying which areas require more attention or
investment ...
Performance Data 
quantitative and qualitative information that organizations collect to assess the efficiency and effectiveness of their operations,
strategies, and personnel
...organization: Financial Performance Data Revenue Profit margins Return on
investment (ROI) Operational Performance Data Production efficiency Supply chain metrics Quality control statistics
...
Insight Metrics 
categories: Financial Metrics Revenue Growth Rate Profit Margin Return on
Investment (ROI) Customer Metrics Customer Satisfaction Score (CSAT) Net Promoter Score (NPS) Customer Lifetime Value
...Helps assess the efficiency of marketing
strategies ...
The Future of Predictive Analytics Technologies 
scalability and accessibility, allowing organizations to leverage powerful computing resources without significant upfront
investments
...Personalizing marketing
strategies based on customer behavior
...
Information Analysis 
The goal is to convert raw data into actionable insights that can inform business
strategies, identify trends, and optimize operations
...Financial Analysis: Evaluating financial data to inform budgeting, forecasting, and
investment decisions
...
Forecasting Insights 
New product forecasting, market entry
strategies 3
...Financial Planning: Companies use forecasting to project revenues, expenses, and cash flow, aiding in budget preparation and
investment decisions
...
Developing Green Policies for Urban Sustainability 
Waste Management: Implementing recycling programs, composting, and waste reduction
strategies to minimize landfill waste
...Economic Growth: Stimulating green industries, creating green jobs, and attracting
investment in sustainable technologies
...
Using Statistics for Business Insights 
Trend Analysis: By analyzing historical data, businesses can identify trends that inform future
strategies ...Finance Financial analysts use statistics to assess
investment risks, forecast financial trends, and analyze the performance of financial assets
...
Importance of Statistical Analysis 
Management Facilitates the identification and assessment of risks, allowing businesses to develop effective mitigation
strategies ...Finance: Assessing financial risks and returns to make
investment decisions
...
Notwendiges Eigenkapital für die
Geschäftsiee als 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 besonders viel, bis sich ein grosser Erfolg einstellt ...