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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 ($135,980 median, BLS May 2025), Computer Systems Analyst ($105,850)
- 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 2025) |
|---|---|---|---|
| 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 2025.
Related guides
- Online Artificial Intelligence Degrees, standalone AI degree programs rather than a concentration inside computer science
- AI Ethics and Governance Degree Online, career paths in the oversight side of AI
- Responsible AI Certificate Online, a short credential in AI fairness and risk
- Generative AI Certificate for Non-Technical Professionals, practical AI fluency without coding
Data verified: June 7, 2026. Salary, employment, and tuition figures on this page are sourced from the U.S. Bureau of Labor Statistics (OEWS May 2025; Employment Projections 2024–2034) and the U.S. Department of Education College Scorecard (2023 cohort). The source agency and data year are cited inline with every statistic.