Tree Map
Data Classification
Interactive Visualization
Data Mining Techniques for Predictions
Analyzing Consumer Preferences with Predictions
Mapping
Supervised Learning
Utilizing Machine Learning for Predictions
Machine Learning for Market Segmentation 
Customer segmentation, product categorization Hierarchical Clustering Builds a
tree of clusters by either merging or splitting them based on distance metrics
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Best Machine Learning Libraries for Practitioners 
LightGBM Python, R, C++ Fast, distributed, high-performance gradient boosting framework based on decision
tree algorithms
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Data Classification 
Algorithm Description Use Cases Decision
Trees A tree-like model that makes decisions based on feature values
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Interactive Visualization 
Visualization Techniques: Methods used to represent data visually, such as charts, graphs, and
maps
...Tree Maps: Visualizations that display hierarchical data as a set of nested rectangles, facilitating the exploration of proportions and relationships
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Data Mining Techniques for Predictions 
classification algorithms include: Algorithm Description Applications Decision
Trees A tree-like model used to make decisions based on the value of input features
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Analyzing Consumer Preferences with Predictions 
Decision
Trees A model that uses a tree-like graph of decisions and their possible consequences
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Mapping 
Mapping in the context of business analytics and text analytics refers to the process of representing data in a visual format to facilitate understanding, analysis, and decision-making
...Tree Maps A visualization that displays hierarchical data as nested rectangles
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Supervised Learning 
Model: The algorithm or mathematical function that
maps input features to output labels
...Decision
Trees: A tree-like model that splits data based on feature values
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Utilizing Machine Learning for Predictions 
Sales forecasting, real estate price prediction Decision
Trees A flowchart-like tree structure where each internal node represents a feature, each branch represents a decision rule, and each leaf node represents an outcome
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Predictive Analytics for Customer Segmentation 
Decision
Trees: A model that uses a tree-like graph of decisions to predict outcomes based on customer attributes
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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" ...