BS in Computer Science with AI Concentration

Colby College

This undergraduate program emphasizes tool-building in AI through a blend of theoretical study and practical programming projects within a liberal arts context.

What You'll Learn

• Design and implement machine learning models for classification, regression, and clustering tasks • Apply AI techniques to solve real-world problems in computer vision, natural language processing, and robotics • Analyze algorithmic complexity and optimize computational efficiency for large-scale AI systems • Understand ethical considerations, bias detection, and responsible AI development practices

Typical Courses

1. Machine Learning and Neural Networks 2. Natural Language Processing 3. Computer Vision 4. Algorithm Design and Analysis 5. Data Structures and Algorithms 6. Artificial Intelligence Fundamentals

Career Paths

1. Machine Learning Engineer 2. AI Research Scientist 3. Data Scientist 4. Software Engineer (AI/ML focus)