Transactional Systems
Using Data to Inform Strategies
Data Repository
Data Analysis for Customer Experience Improvement
Managing Data Insights
Insights Generation
Utilizing Data for Performance Improvement
Insights
Data 
Transactional Data: Capturing data generated from business transactions, such as sales records
...BI
systems help in decision-making by providing historical, current, and predictive views of operations
...
Predictive Strategies Key Components of Predictive Strategies Data Collection: Gathering relevant data from various sources, including
transactional databases, social media, and IoT devices
...Integration: Difficulty in integrating predictive models with existing business processes and
systems ...
Using Data to Inform Strategies Transactional Data Analysis Examining data from sales transactions to identify purchasing patterns and customer preferences
...Data Silos: When data is stored in separate
systems, it can be difficult to obtain a holistic view
...
Data Repository The main types include: Databases: Structured collections of data that are managed by database management
systems (DBMS)
...Finance: Managing
transactional data to detect fraud and assess risk
...
Data Analysis for Customer Experience Improvement data can be utilized to improve customer experience: Type of Data Description
Transactional Data Data generated from customer purchases, including frequency, amount spent, and product preferences
...Collect Data: Gather relevant data from various sources, including CRM
systems, social media, and customer feedback platforms
...
Managing Data Insights Transactional Data Data generated from business transactions
...May require complex
systems to analyze
...
Insights Generation Organizations gather data from various sources, including:
Transactional databases Customer feedback Market research Social media platforms IoT devices Data Cleaning and Preparation Once data is collected, it often requires cleaning and preparation to ensure accuracy and consistency
...Data Silos: Information stored in separate
systems can hinder comprehensive analysis
...
Utilizing Data for Performance Improvement Key Components of Descriptive Analytics Data Collection: Gathering relevant data from various sources, including
transactional systems, customer feedback, and market research
...
Insights Predictive Analytics Data Collection: Gathering relevant data from various sources such as databases, social media, and
transactional systems ...
Data-Driven Predictive Insights Today This process typically involves several key steps: Data Collection: Gathering data from various sources, including
transactional databases, customer interactions, and external datasets
...Integration Issues: Integrating predictive analytics tools with existing
systems can be complex and resource-intensive
...
Eine Geschäftsidee ohne Eigenkaptial 
Wenn ohne Eigenkapital eine Geschäftsidee gestartet wird, ist die Planung besonders wichtig. Unter Eigenkapital zum Selbstständig machen versteht man die finanziellen Mittel zur Gründung eines Unternehmens. Wie macht man sich selbstständig ohne den Einsatz von Eigenkapital? Der Schritt in die Selbstständigkeit sollte gut überlegt sein ...
Deutsch
Österreich
Italiano
English
Français
Español
Nederlands
Português
Polski
