Artificial Intelligence Concentration in Computer Science
A artificial intelligence concentration focuses on a defined area within computer science. It typically builds on the program core and adds courses that deepen subject knowledge and applied skills.
Quick Answers
What is a artificial intelligence concentration in computer science?
A artificial intelligence concentration is a focused set of courses within a computer science program that emphasizes this subject area.
What do you typically study in this concentration?
Coursework varies by school, but most programs cover core concepts, applied methods, and domain-specific tools related to artificial intelligence.
Is this concentration available online?
Many schools offer this concentration online, but availability depends on degree level and start-term scheduling.
Back to Computer Science Concentrations
At a Glance
- Focus area: Machine learning, neural networks, natural language processing
- Degree levels: Commonly available at bachelor’s and master’s level
- Career alignment: Software Developer ($133,080 median, BLS May 2024), Computer Systems Analyst ($103,790)
- Growth outlook: AI-related roles show strong demand across industries
- Online availability: Available at many accredited programs
For an overview of all degree paths, see the Computer Science Program Guide.
What you typically study
| Course Topic | What You Learn |
|---|---|
| Machine Learning | Supervised and unsupervised learning algorithms, model training |
| Neural Networks & Deep Learning | Architecture design, training techniques, frameworks |
| Natural Language Processing | Text analysis, language models, chatbot foundations |
| Computer Vision | Image recognition, object detection, pattern analysis |
| AI Ethics & Policy | Bias, fairness, transparency, responsible development |
| Applied AI Projects | Hands-on implementation of AI solutions |
Questions to ask before choosing this concentration
- How many courses are required versus elective options?
- Are there prerequisite courses for this track?
- Does the concentration include a capstone or applied project?
- Is the concentration available online and in your desired term?
How computer science concentrations compare
| Concentration | Focus Area | Related BLS Career | Median Salary (May 2024) |
|---|---|---|---|
| Artificial Intelligence | ML, neural networks, NLP | Software Developer | $133,080 |
| Cybersecurity | Network defense, ethical hacking | Info Security Analyst | $124,910 |
| Data Science | Analytics, visualization, modeling | Database Architect | $135,980 |
| Software Engineering | Design, testing, development | Software Developer | $133,080 |
| Human-Computer Interaction | UX, usability, accessibility | Web/Digital Interface Designer | $98,090 |
| Networks & Systems | Infrastructure, cloud, admin | Computer Network Architect | $130,390 |
Source: Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2024.