Complete all courses and requirements listed below unless otherwise indicated.
Required Courses
| Code | Title | Hours |
|---|---|---|
| CNET 5050 | Fundamentals of Complex Networks | 4 |
| CNET 5051 | Analyzing Complex Network Data | 4 |
| CNET 5052 | Advanced Tools for Complex Network Analysis | 4 |
| CNET 5901 | Visualizing Complex Networks | 2 |
| CNET 5902 | Communicating Network Data | 2 |
Concentrations
Complete one of the following concentrations:
- Complex Biological Networks—College of Science
- Complex Social Systems—College of Social Sciences and Humanities
- Economic and Technological Networks—Khoury College of Computer Sciences
- Population Health Dynamics—Bouvé College of Health Sciences
Experiential Courses
| Code | Title | Hours |
|---|---|---|
| Complete a total of 4 semester hours from the following (course may be repeated): | 4 | |
| Complex Network Analysis Research Rotation | ||
| Complex Network Analysis Capstone | ||
| Thesis | ||
Optional Co-op
| Code | Title | Hours |
|---|---|---|
| CNET 6000 | Professional Development for Co-op | 1 |
| CNET 6964 | Co-op Work Experience | 0 |
Program Credit/GPA Requirements
Minimum 33 total semester hours required
Additional hours may be required based on student choice of courses or concentration.
One semester hour of additional coursework is required for participation in co-op.
Minimum 3.000 GPA required
Concentration in Complex Biological Networks—College of Science
| Code | Title | Hours |
|---|---|---|
| A minimum of 16 semester hours is required to complete this concentration. | ||
| Required | ||
| CNET 5515 | Complex Network Analysis for Biological Systems | 4 |
| Complete 8 semester hours from the following: | 8 | |
BINF 6308 | ||
| Introduction to Bioinformatics | ||
| Population Dynamics | ||
| Applied Social-Ecological Systems Modeling | ||
| Introduction to Mathematical Methods and Modeling | ||
| Statistics for Bioinformatics | ||
| Introduction to Scientific Computing | ||
| Complete 4 semester hours from the following (students may opt to take the required course in the College of Science or Bouvé College of Health Sciences concentrations for this section): | 4 | |
| Spreading on Networks: From Epidemics to Memes | ||
| Complexity in Social Systems | ||
| Financial and Economic Networks | ||
| Analyzing Higher-Order Networks | ||
| Probabilistic Mathematics of Networks | ||
| Special Topics in Complex Networks | ||
Concentration in Complex Social Systems—College of Social Sciences and Humanities
| Code | Title | Hours |
|---|---|---|
| A minimum of 13 semester hours is required to complete this concentration. | ||
| Required | ||
| CNET 5314 | Complexity in Social Systems | 3 |
| Complete a minimum of 6 semester hours from the following: | 6 | |
| Physical and Digital Human Traces | ||
| Research Design for Social Networks | ||
| Introduction to Computational Statistics | ||
| Agent-Based Modeling for Applied and Social Sciences | ||
| Research Methods in the Social Sciences | ||
| Modeling and Analyzing Social Networks | ||
| Analyzing Complex Digitized Data | ||
| Statistical Analysis | ||
| Introduction to Scientific Computing | ||
| Big Data for Cities | ||
| Advanced Spatial Analysis of Urban Systems | ||
| Complete a minimum of 4 semester hours from the following (students may opt to take the required course in the College of Science or Bouvé College of Health Sciences concentrations for this section): | 4 | |
| Spreading on Networks: From Epidemics to Memes | ||
| Financial and Economic Networks | ||
| Complex Network Analysis for Biological Systems | ||
| Analyzing Higher-Order Networks | ||
| Probabilistic Mathematics of Networks | ||
| Special Topics in Complex Networks | ||
Concentration in Economic and Technological Networks—Khoury College of Computer Sciences
| Code | Title | Hours |
|---|---|---|
| A minimum of 14 semester hours is required to complete this concentration. | ||
| Required | ||
| CNET 5411 | Financial and Economic Networks | 3 |
| Complete a minimum of 7 semester hours from the following: | 7 | |
| Deep Learning | ||
| Statistical Methods for Computer Science | ||
| Supervised Machine Learning and Learning Theory | ||
| Unsupervised Machine Learning and Data Mining | ||
MISM 6212 | ||
| Introduction to Scientific Computing | ||
| Complete a minimum of 4 semester hours from the following (students may opt to take the required course in the College of Science or Bouvé College of Health Sciences concentrations for this section): | 4 | |
| Spreading on Networks: From Epidemics to Memes | ||
| Complexity in Social Systems | ||
| Complex Network Analysis for Biological Systems | ||
| Analyzing Higher-Order Networks | ||
| Probabilistic Mathematics of Networks | ||
| Special Topics in Complex Networks | ||
Concentration in Population Health Dynamics—Bouvé College of Health Sciences
| Code | Title | Hours |
|---|---|---|
| A minimum of 14 semester hours is required to complete this concentration. | ||
| Required | ||
| CNET 5126 | Spreading on Networks: From Epidemics to Memes | 4 |
| Complete a minimum of 6 semester hours from the following: | 6 | |
BINF 6308 | ||
| Biostatistics in Public Health | ||
| Applied Regression Analysis | ||
| Social Epidemiology | ||
PHTH 6440 | ||
PHTH 6800 | ||
| Causal Inference 1 | ||
| Introduction to Scientific Computing | ||
| Complete a minimum of 4 semester hours from the following (students may opt to take the required course in the College of Science or Bouvé College of Health Sciences concentrations for this section): | 4 | |
| Complexity in Social Systems | ||
| Financial and Economic Networks | ||
| Complex Network Analysis for Biological Systems | ||
| Analyzing Higher-Order Networks | ||
| Probabilistic Mathematics of Networks | ||
| Special Topics in Complex Networks | ||