Performance Analysis
Data Reporting
Model
Data Mining for Analyzing Advertising Effectiveness
Visual Data Communication
Data Preparation Strategies
Models
Enhancing Strategies Using Text
Building Data-Driven Solutions 
Data
Analysis: Applying statistical methods and algorithms to extract insights and identify patterns
...Diagnostic Analytics: Investigating past
performance to determine why certain outcomes occurred
...
Architecture 
In the context of business analytics and data
analysis, architecture refers to the frameworks and methodologies used to analyze data and derive actionable insights for decision-making
...Scalability: As data volume grows, a robust architecture can accommodate increased loads without
performance degradation
...
Data Reporting 
It encompasses the collection,
analysis, and dissemination of data to stakeholders, enabling them to gain insights and make informed decisions
...Performance Monitoring: Regular reporting helps organizations track their performance against set objectives and KPIs
...
Model 
In the context of business analytics and statistical
analysis, a model is a simplified representation of reality that helps organizations make informed decisions based on data
...Model Evaluation Assess the model's
performance using various metrics, such as accuracy, precision, recall, and F1 score
...
Data Mining for Analyzing Advertising Effectiveness 
It involves several steps, including data collection, data preprocessing, data
analysis, and interpretation of results
...Campaign
Performance Evaluation: Measuring the success of different advertising channels and strategies
...
Visual Data Communication 
Sales
performance, market share
analysis, trend analysis Infographics Visual representations that combine data, graphics, and text to tell a story
...
Data Preparation Strategies 
It involves the collection, cleaning, transformation, and organization of data to ensure it is suitable for
analysis and modeling
...Model
Performance: Machine learning models trained on well-prepared data tend to perform better
...
Models 
Statistical models utilize mathematical equations to represent relationships between variables and are foundational in data
analysis ...Customer Behavior Analysis Descriptive Models Descriptive models summarize historical data to provide insights into past
performance ...
Enhancing Strategies Using Text 
Data Preprocessing: Cleaning and preparing text data for
analysis ...organizations can gain valuable insights that drive customer satisfaction, improve products, and optimize overall business
performance ...
Data Analytics 
Data Analytics refers to the systematic computational
analysis of data, particularly large sets of data, to uncover patterns, correlations, and insights that can support decision-making and strategic business initiatives
...Reporting and dashboards Applications Industry Application Retail Sales
performance analysis Healthcare Patient data analysis Finance Financial reporting Predictive Analytics
...
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 Unternehmensgründung. Wie macht man sich selbstständig ohne den Einsatz von Eigenkapital? Der Schritt in die Selbstständigkeit sollte wohlüberlegt sein ...