Decision Making Process
Data Analysis Framework for Business Professionals
Effective Analysis Framework
Maximizing Data-Driven Insights
Data Pipeline
Resource Allocation
Criteria
Data Integration Techniques
Data Mining and Business Intelligence Integration 
Business Intelligence (BI) are two critical components of modern business analytics that enable organizations to make informed
decisions based on data-driven insights
...relationships in large datasets, business intelligence emphasizes the analysis and presentation of this data to support decision-
making processes
...
Data Consumption 
Data consumption refers to the
process of utilizing data for
decision-
making, analysis, and strategic planning within a business context
...
Data Analysis Framework for Business Professionals 
is a structured approach designed to assist business professionals in interpreting and utilizing data effectively to drive
decision-
making ...Data Collection Data collection is the initial step in the data analysis
process ...
Effective Analysis Framework 
The Effective Analysis Framework is a structured approach used in business analytics and data analysis to guide
decision-
making processes and improve organizational performance
...
Maximizing Data-Driven Insights 
In the era of information technology, businesses increasingly rely on data-driven insights to enhance
decision-
making processes, optimize operations, and improve customer satisfaction
...
Data Pipeline 
A Data Pipeline is a series of data
processing steps that involve the collection, transformation, and storage of data
...They enable organizations to streamline their data flow, ensuring that data is accessible, reliable, and usable for
decision-
making processes
...
Resource Allocation 
Resource allocation is a critical
process in business that involves distributing available resources among various projects, departments, or initiatives
...Information Resources: Data and knowledge that can be used to make informed
decisions
...Enhances Decision-
Making: Access to the right resources allows for informed decision-making and strategic planning
...
Criteria 
of business and business analytics, the term criteria refers to the standards or principles used to evaluate options, make
decisions, and assess outcomes
...Importance of Criteria in Data Analysis Criteria play a crucial role in the
process of data analysis
...They help in: Guiding Decision-
Making: Clear criteria provide a framework for evaluating options and making informed decisions
...
Data Integration Techniques 
Data integration is a critical
process in the realm of business, particularly in the fields of business analytics and business intelligence
...It involves combining data from different sources to provide a unified view, enabling organizations to make informed
decisions based on comprehensive data analysis
...The primary goal is to provide users with a unified view of data, facilitating better analysis and decision-
making ...
Data Mining Techniques for Data Visualization 
Data mining is a crucial
process in the field of business analytics, enabling organizations to extract valuable insights from large datasets
...This article explores various data mining techniques that enhance data visualization,
making it easier for stakeholders to comprehend complex information
...The primary goal is to transform raw data into meaningful information that can support
decision-making processes in business
...
Mit guten Ideen nebenberuflich selbstständig machen
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 ...