Pattern Recognition Systems

Develop and apply intelligent pattern recognition systems and techniques to analyse data and derive useful hidden patterns to solve problems



Competency Area

People Development and Management


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