Research Areas by Data Science Module
This page outlines the research areas and topics that connect to each Data Science course module, highlighting interdisciplinary opportunities across AUB.
14
DATA 201 Modules
11
DATA 202 Modules
Module 7: Vision (Computer Vision)
Key Research Areas
Relevant Departments
- Diagnostic Radiology
- Electrical and Computer Engineering
- Biomedical Engineering
Healthcare/Medical AI
Key Research Areas
Relevant Departments
- Clinical Research Institute
- Internal Medicine
- Biochemistry and Molecular Genetics
Module 6: Language (NLP)
Key Research Areas
Relevant Departments
- Computer Science
- Psychology
- Linguistics
Module 3: Statistical Thinking
Key Research Areas
Relevant Departments
- Clinical Research Institute
- Health Management and Policy
- Suliman S. Olayan School of Business
Networks and Graphs
Key Research Areas
Relevant Departments
- Computer Science
- Physics
- Biochemistry
Module 9: Time Series
Key Research Areas
Relevant Departments
- Health Management and Policy
- Electrical and Computer Engineering
- Physics
Module 11: Deep Learning
Key Research Areas
Relevant Departments
- Electrical and Computer Engineering
- Computer Science
- Biomedical Engineering
Departments with Data Science Potential
- Clinical Research Institute - Biostatistics, clinical trials
- Diagnostic Radiology - Medical imaging, CT/MRI analysis
- Biochemistry and Molecular Genetics - Bioinformatics, genomics
- Electrical and Computer Engineering - ML, signal processing
- Computer Science - NLP, algorithms, AI
- Health Management and Policy - Health data analytics
- Mechanical Engineering - Sensors, robotics
- Biomedical Engineering - Medical devices, imaging