ReliaTec - Machine Learning

Machine Learning

Our range

• Classification
• Regression Analysis
• Feature extraction from different data formats (e.g. audio)
• Implemaentation of the complete machine learning pipeline
  
  • Data Preprocessing
  • Model Selection
  • Feature Selection
  • Dimension Reduction
  • Training and Test
  • Model Evaluation and Optimization
• Visualization of results
• Integration in web applications
• Implementierung on Embedded Systems

We already have experience with the following models:

Classification:

• Logistic Regression
• Support Vector Machine
• Decision Tree
• Random Forest
• Neural Networks

Regression

• Linear Regression
• Random Forest
• Neural Networks

Tools used: