Descriptive Metrics
Leveraging Analytics for Market Research
Data Analysis in Supply Chain Management
Data Mining Applications in Education
Strategic Insights
Improve Risk Assessment with Data
Using Analytics for Innovation
Data Analysis for Strategic Decision-Making
Drive Brand Awareness 
Common
metrics used to assess brand awareness include: Metric Description How to Measure Brand Recall How well consumers can remember a brand without prompts
...Key components of business analytics include:
Descriptive Analytics: Understanding past performance through data analysis
...
Leveraging Analytics for Market Research 
of analytics used in market research include: Type of Analytics Description
Descriptive Analytics Focuses on summarizing historical data to understand what has happened in the past
...Choose the Right
Metrics: Select key performance indicators (KPIs) that align with research objectives
...
Data Analysis in Supply Chain Management 
in Data Analysis for SCM Various techniques are employed in data analysis for supply chain management, including:
Descriptive Analytics: This technique summarizes historical data to understand what has happened in the supply chain
...Supplier Performance Evaluation: Data analysis can be used to assess supplier reliability and performance
metrics ...
Data Mining Applications in Education 
Analytics Type Purpose Example
Descriptive Analytics Understand past performance Analyzing historical grades Diagnostic Analytics Identify reasons for performance Examining course completion rates
...recommendation systems that suggest courses to students based on their interests, previous courses taken, and performance
metrics ...
Strategic Insights 
Sales records, employee performance
metrics, financial reports External Data Data sourced from outside the organization
...Methods of Data Analysis To convert raw data into strategic insights, various data analysis methods are employed:
Descriptive Analytics: Summarizes historical data to understand trends and patterns
...
Improve Risk Assessment with Data 
Production rates, supply chain
metrics Market Data Information about market trends and competitive landscape
...Assessment Organizations can employ various analytical methods to process and interpret data for risk assessment:
Descriptive Analytics: Summarizes historical data to identify trends and patterns
...
Using Analytics for Innovation 
It encompasses a variety of techniques, including:
Descriptive Analytics Predictive Analytics Prescriptive Analytics Diagnostic Analytics Benefits of Using Analytics for Innovation The integration of analytics into innovation processes offers numerous advantages, including:
...agile practices by: Providing real-time data for quicker decision-making Tracking progress and outcomes through
metrics Facilitating collaboration through shared insights 3
...
Data Analysis for Strategic Decision-Making 
Type of Analysis Description Use Cases
Descriptive Analysis Summarizes historical data to understand what has happened
...Sales reports, performance
metrics ...
Enhancing Financial Performance through Data 
Revenue Growth Profit Margins Return on Assets (ROA) Return on Equity (ROE) Cash Flow Improving these
metrics is essential for long-term sustainability and competitiveness in the market
...types of analytics: Type of Analytics Description Example Use Case
Descriptive Analytics Analyzes historical data to understand past performance
...
Strengthening Brand Positioning Through Analytics 
Analytics Description Application in Brand Positioning
Descriptive Analytics Analyzes historical data to identify trends and patterns
...Key
metrics to track include: Brand awareness levels Customer engagement rates Market share growth Customer retention rates Case Studies Several companies have successfully utilized analytics to strengthen their brand positioning
...
Nebenberuflich (nebenbei) selbstständig m. guten Ideen
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 ...