Customer Satisfaction Analysis
Analyzing Data Trends
Leveraging Data Analytics
Evaluating Business Performance Metrics
Text Understanding
Big Data for Digital Marketing
Analytical Methods
Business Statistics Overview
Evaluating Business Strategies with BI 
Business Intelligence (BI) refers to the technologies, applications, and practices for the collection, integration,
analysis, and presentation of business data
...component: Component BI Contribution Strengths Data on sales performance,
customer satisfaction, and market share
...
Data Mining and Supply Chain Management 
coordination and management of a complex network of activities involved in delivering a product or service from suppliers to
customers
...primary objectives of SCM include: Reducing operational costs Improving product quality Enhancing customer
satisfaction Increasing flexibility and responsiveness SCM encompasses various components, including: Component Description Procurement
...Regression
Analysis: Predicting numerical outcomes based on historical data
...
Data Applications 
Prescriptive Analytics Suggests actions based on data
analysis to achieve desired outcomes
...that effectively leverage data applications can gain a significant edge over competitors by identifying market trends and
customer preferences more quickly
...applications enable businesses to analyze customer data, leading to personalized marketing strategies and enhanced customer
satisfaction ...
Analyzing Data Trends 
By understanding data trends, organizations can enhance their operational efficiency, improve
customer satisfaction, and ultimately increase profitability
...Methods for Analyzing Data Trends There are several methods and tools available for analyzing data trends: Statistical
Analysis: Techniques such as regression analysis, correlation, and time-series analysis are commonly used to identify trends
...
Leveraging Data Analytics 
Definition of Data Analytics Data analytics refers to the systematic computational
analysis of data, aimed at discovering patterns, correlations, and trends that can inform business decisions
...Sales reports,
customer behavior analysis Diagnostic Analytics Examines data to identify reasons for past outcomes
...Customer Service: Analyzing customer feedback and behavior to improve service delivery and
satisfaction ...
Evaluating Business Performance Metrics 
This process involves the systematic collection and
analysis of data to measure various aspects of business performance
...Cycle Time, Inventory Turnover, Production Efficiency
Customer Metrics Metrics that assess customer
satisfaction and engagement
...
Text Understanding 
aspect of business analytics and text analytics, enabling organizations to derive insights from unstructured text data such as
customer feedback, social media posts, and corporate communications
...Sentiment
Analysis: Assessing the emotional tone behind a series of words to understand attitudes, opinions, and emotions
...Customer Feedback Analysis Analyzing customer reviews and feedback to gauge
satisfaction and identify areas for improvement
...
Big Data for Digital Marketing 
In the context of digital marketing, big data plays a pivotal role in shaping strategies, enhancing
customer experiences, and optimizing marketing efforts
...Improved Customer Experience Personalized marketing leads to higher customer
satisfaction ...Data Quality: Maintaining the accuracy and relevance of data is crucial for effective
analysis ...
Analytical Methods 
Utilizes techniques such as data mining and correlation
analysis ...Segmenting
customers based on purchasing behavior
...Analyzing customer feedback to gauge
satisfaction ...
Business Statistics Overview 
Business statistics is a branch of applied statistics that focuses on the collection,
analysis, interpretation, presentation, and organization of data in a business context
...Human Resources: Analyzing employee performance and
satisfaction through surveys and performance metrics
...By understanding and applying statistical methods, businesses can enhance their operations, improve
customer satisfaction, and ultimately achieve greater success in a competitive landscape
...
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 ...