No Sql Databases
Insight Analysis
Data Analytics Process
Requirements
Best Tools for Predictive Analytics Implementation
Developing Effective Data Analysis Workflows
Understanding Data Quality and Accuracy
Data Specification
Data Issues 
Complicated data management Addressing Data Redundancy To minimize data redundancy, businesses can: Implement
normalization techniques in
databases Use unique identifiers for records Regularly review and clean data 4
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Insight Analysis Data Collection The process of gathering data from various sources, including internal systems and external
databases ...Data Processing Transforming raw data into a format suitable for analysis, including cleaning and
normalization
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Data Analytics Process This involves gathering raw data from various sources, which can include: Surveys and questionnaires Transactional
databases Social media platforms Web analytics tools IoT devices Effective data collection ensures that the data is relevant, accurate, and comprehensive, setting
...
Requirements R Programming Language Statistical analysis and data visualization
SQL Database Query Language Data extraction and manipulation from
databases Tableau Data Visualization Tool Creating interactive dashboards
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Best Tools for Predictive Analytics Implementation Data Integration: The ability to integrate data from various sources such as
databases, spreadsheets, and cloud services
...
Developing Effective Data Analysis Workflows An effective workflow
not only improves efficiency but also enhances the accuracy and reliability of the analysis
...1 Sources of Data Internal Sources: Company
databases, CRM systems, and ERP systems
...
Understanding Data Quality and Accuracy Consistency The uniformity of data across different
databases and systems
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Data Specification Data Sources Locations from which data will be collected, such as
databases, APIs, or external files
...Technical Limitations: Existing systems may
not support the desired data structures
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Data Integrity Description Physical Integrity Ensures that data is stored correctly and is
not corrupted due to hardware failures
...Logical Integrity Maintains the correctness of data relationships and constraints in
databases ...
Data Mining for Evaluating Business Performance Association Rule Learning: Discovering interesting relations between variables in large
databases ...
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 ...
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