Descriptive Metrics
Knowledge
Analyze Financial Data for Insights
Actionable Insights
Enhance Strategic Planning with Insights
Insights from Data
Insights
Meaningful Data
Data Analysis for Change Management 
management: Data Collection: Gathering relevant data from various sources, including employee surveys, performance
metrics, and market research
...Technique Description Use Case
Descriptive Analysis Summarizes historical data to identify patterns and trends
...
Knowledge Key aspects of business analytics include:
Descriptive Analytics: Involves analyzing historical data to identify trends and patterns
...Dashboards: Visual representations of key performance indicators (KPIs) and
metrics for real-time monitoring
...
Analyze Financial Data for Insights This process can be categorized into three main types of analytics:
Descriptive Analytics: Focuses on summarizing historical data to understand what has happened in the past
...Performance Measurement: Organizations can assess their financial health and performance through key financial
metrics ...
Actionable Insights Website Analytics
Metrics from website traffic and user behavior that help optimize online presence
...Types of Actionable Insights Actionable insights can be categorized into several types based on their application:
Descriptive Insights: Provide an overview of historical data and trends
...
Enhance Strategic Planning with Insights Performance
Metrics: Establishing KPIs to measure success
...It encompasses three main types: Type Description Purpose
Descriptive Analytics Analyzes historical data to understand past performance
...
Insights from Data Type of Analysis Description Applications
Descriptive Analysis Summarizes historical data to understand what has happened
...Sales reports, performance
metrics Diagnostic Analysis Examines data to understand why something happened
...
Insights several types: Type of Insight Description
Descriptive Insights Summarizes historical data to understand what has happened in the past
...sources, including: Internal Data: Data generated within the organization, such as sales figures, employee performance
metrics, and operational statistics
...
Meaningful Data The role of business analytics in deriving meaningful data includes:
Descriptive Analytics: Provides insights into past performance and trends by analyzing historical data
...Dashboards: Provide a comprehensive view of key
metrics and performance indicators
...
Support Change Management with Analytics Types of Analytics There are three primary types of analytics that can be leveraged in change management:
Descriptive Analytics: Involves analyzing historical data to understand what has happened in the past
...Performance Tracking Once changes are implemented, organizations can use analytics to track performance
metrics and assess the effectiveness of the change initiative
...
Data Mining Techniques for Social Media Analysis Techniques such as regression analysis, hypothesis testing, and
descriptive statistics help businesses understand user behavior and trends
...Key
metrics in network analysis include: Metric Description Degree Centrality Measures the number of connections a user has
...
Selbstständig machen mit Ideen 
Der Weg in die Selbständigkeit beginnt nicht mit der Gründung eines Unternehmens, sondern davor - denn: kein Geschäft ohne Geschäftsidee. Eine gute Geschäftsidee fällt nicht immer vom Himmel und dem Gründer vor die auf den Schreibtisch ...
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