Data Structure
Extraction
Data Preparation Strategies
Data Understanding
Data Strategy
Data Validation
Data Analysis Basics
Data Validation
Data Governance 
Data governance refers to the overall management of data availability, usability, integrity, and security in an organization
...Data Architecture Designing the
structure of data systems to ensure efficient data flow and access
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Extraction Extraction in the context of business analytics and
data mining refers to the process of retrieving relevant data from various sources to analyze and derive insights
...Data Extraction Data extraction can be categorized into several types based on the source and method of extraction:
Structured Data Extraction: Involves retrieving data from structured databases such as SQL databases, where data is organized in tables and predefined schemas
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Data Preparation Strategies Data preparation is a critical step in the data analytics and machine learning process
...Data Exploration: Analyzing the prepared data to understand its
structure and identify patterns
...
Data Understanding Data Understanding is a crucial phase in the data analysis process, particularly within the fields of Business Analytics and Text Analytics
...Data Profiling: Assessing the quality and
structure of the data
...
Data Strategy Data strategy refers to the comprehensive plan that outlines how an organization will collect, manage, analyze, and utilize data to achieve its business objectives
...Data Architecture
Structure of data assets and how they are stored, processed, and utilized
...
Data Validation Data validation is a crucial process in business analytics and text analytics that ensures the accuracy, quality, and reliability of data before it is used for analysis and decision-making
...Data Profiling: Analyzing data sources to understand their
structure, content, and relationships, identifying anomalies
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Data Analysis Basics Data analysis is a systematic approach to collecting, processing, and interpreting data to extract meaningful insights and support decision-making in various business contexts
...Data Exploration: Conduct exploratory data analysis (EDA) to understand the data's
structure and characteristics
...
Data Validation Data validation is a critical process in the field of business analytics and statistical analysis
...Data Profiling: Analyzes data for quality issues and provides insights into the
structure and content of the data
...
Data Strategy Data Strategy refers to a comprehensive plan designed to manage an organization's data assets effectively
...Data Architecture The design and
structure of data systems, including databases and data warehouses, to facilitate efficient data storage and retrieval
...
Data Governance Framework for Project Management Data governance is a critical aspect of project management that ensures the integrity, security, and usability of data throughout the project lifecycle
...Data Architecture Defining the
structure of data systems, including databases, data warehouses, and data lakes
...
Geschäftsiee und Selbstläufer 
Der Weg in die eigene Selbständigkeit beginnt mit einer Geschäftsidee u.zw. vor Gründung des Unternehmens. Ein gute Geschäftsidee mit neuen und weiteren positiven Eigenschaften wird zur
"Geschäftidee u. Selbstläufer" ...
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