Support Processes
Contributions
Data Mining Techniques Overview
Wetlands: Water Filtration Systems
Big Data Analysis
Wetlands in Soil Health
Using Reinforcement Learning in Business Analytics
Machine Learning
Data Mapping 
Supports regulatory compliance by maintaining data lineage
...Involves the conversion of data from one format or structure to another, often used in ETL (Extract, Transform, Load)
processes ...
Data Mining Tools Overview 
Support decision-making with data-driven insights
...Operations: Streamlining supply chain
processes and improving inventory management
...
Contributions 
These contributions have not only advanced the field but have also transformed industries, enhanced decision-making
processes, and improved operational efficiencies
...Key contributions in this area include: Algorithm Development: The development of algorithms such as
Support Vector Machines (SVM), Random Forests, and Neural Networks has expanded the capabilities of ML
...
Data Mining Techniques Overview 
Common Classification Algorithms Decision Trees Random Forest
Support Vector Machines (SVM) Naive Bayes K-Nearest Neighbors (KNN) 2
...methods such as classification, clustering, regression, and anomaly detection, businesses can enhance their decision-making
processes and gain a competitive edge in the market
...
Wetlands: Water Filtration Systems 
These unique biomes are characterized by the presence of water, either permanently or seasonally, and
support a diverse array of plant and animal species
...Wetlands have the ability to remove various pollutants, including heavy metals, pesticides, and organic compounds, through
processes such as adsorption, precipitation, and microbial degradation
...
Big Data Analysis 
The goal is to extract meaningful insights that can guide decision-making
processes ...Real-time Analytics: Growing demand for instant insights to
support immediate decision-making
...
Wetlands in Soil Health 
unique ecosystems are characterized by the presence of water, which influences various physical, chemical, and biological
processes in the soil
...This process
supports plant growth and contributes to soil fertility
...
Using Reinforcement Learning in Business Analytics 
has gained significant traction in the field of business analytics due to its ability to optimize complex decision-making
processes ...Real-Time Analytics: As businesses increasingly require real-time insights, RL will play a vital role in providing timely decision
support ...
Machine Learning 
1990s: Development of
support vector machines and ensemble methods
...Operational Efficiency: Streamlining
processes through automation and optimization
...
Boglands 
Boglands are a type of wetland characterized by acidic, waterlogged conditions that
support unique ecosystems
...These environments are found in various regions around the world and play a crucial role in biodiversity and ecological
processes ...
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 ...