Social Network Analysis
Data Visualization Techniques for Predictive Analytics
Data Mining Techniques for Beginners
Analyzing Data Patterns for Predictive Analytics
Data Mining for Profitability
Data Mining for Identifying Trends
Approaches
Data Mining Techniques for Operational Insights
Creating Value with Predictive Analytics Techniques 
Data Processing: Cleaning and transforming data for
analysis ...Neural
Networks Computational models inspired by the human brain, capable of recognizing patterns
...Market segmentation,
social network analysis
...
Data Mining Methods 
Market segmentation,
social network analysis, organizing computing clusters
...
Data Visualization Techniques for Predictive Analytics 
Geospatial Mapping: Visualizes data in relation to geographical locations, useful for location-based
analysis ...Network Diagrams: Illustrate relationships and flows between entities, useful in
social network analysis
...
Data Mining Techniques for Beginners 
Overview of Data Mining Data mining involves several steps, including data collection, data preprocessing, data
analysis, and interpretation of results
...Market segmentation,
social network analysis, organizing computing clusters
...
Analyzing Data Patterns for Predictive Analytics 
predictive analytics: Technique Description Applications Regression
Analysis A statistical method for estimating relationships among variables
...Market segmentation,
social network analysis
...
Data Mining for Profitability 
Market segmentation,
social network analysis ...
Data Mining for Identifying Trends 
Data Preprocessing: Cleaning and transforming raw data into a suitable format for
analysis ...Market research,
social network analysis Regression Analysis Modeling the relationship between a dependent variable and one or more independent variables
...
Approaches 
Statistical
Analysis: Employing statistical methods to analyze and interpret data
...Telecommunications Managing
network traffic and resource allocation
...This approach utilizes natural language processing (NLP) to analyze and interpret data from sources such as
social media, customer feedback, and reviews
...
Data Mining Techniques for Operational Insights 
It is beneficial for: Market segmentation
Social network analysis Image and pattern recognition Technique Description Applications K-Means A method that partitions data into K distinct clusters based on distance
...
Data Mining Insights 
Market segmentation,
social network analysis Association Rule Learning Finding interesting relationships between variables in large databases
...
Selbstständig machen z.B. nebenberuflich!
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 ...