Pattern Recognition Systems
Develop and apply intelligent pattern recognition systems and techniques to analyse data and derive useful hidden patterns to solve problems
Type
Functional
Competency Area
People Development and Management
Levels
Analyse data, select and apply the most suitable pattern recognition techniques
Model applied problems as pattern recognition tasks
Identify suitable pattern recognition techniques to solve the given problems
Derive useful hidden patterns in the data and apply most suitable recognition systems
Develop intelligent systems using machine learning techniques
Assess and compare the suitability of advanced pattern recognition and machine learning techniques across a range of problem domains
Apply deep learning and other advanced machine learning systems
Apply NLP and other unstructured data system analytics
Use principles of data science to develop learning algorithms
Analuse large unstructured data
Create data algorithms from unstructured data to create a pattern management process
Create algorithms and systms that can learn to develop pattern recognition capabilities
Create auto generated pattern options and learn from them