Extract knowledge or insights from data, particularly unstructured big data, by using mathematics, statistics, information science and computer science techniques.
- Data Mining & Enginnering
- Business Intelligence & Analytics
- Artificial Intelligence & Machine Learning
Machine learning algorithms that learns multiple levels of representations (abstractions) to accomplish difficult tasks, even for humans.
- Deep Learning Architectures
- Natural Language Processing
- Bioinformatics, Fraud Detection, Image & Speech Recognition
Analyze current data to create predictive models for unknown forecasting future events by using mathematics, statistics and computer science techniques.
- Modeling & Stasistics
- Data Mining & Enginnering
- Artificial Intelligence & Machine Learning
Apply information technology to effectively support the activities of welfare nonprofit organizations.
- Social Networks
- Behavioral Analytics
- Software Enginnering
Machine learning (ML) for human resource management (HRM), particularly workforce attraction, development, retention and management.
- People Analytics
- Behavior Management
- Workforce Performance
