BA/BS/BSA in CS – ML & AI Concentration

The University of Texas at Austin

This undergraduate concentration equips computer science majors with specialized skills in designing and training intelligent systems and machine learning models.

What You'll Learn

• Design and implement machine learning models using supervised and unsupervised learning techniques • Develop deep learning architectures including neural networks, convolutional networks, and recurrent networks • Apply AI and NLP techniques to solve real-world problems in data analysis and prediction • Understand ethical considerations in AI development, including bias detection, fairness, and responsible AI practices

Typical Courses

1. Machine Learning Foundations 2. Deep Learning and Neural Networks 3. Natural Language Processing (NLP) 4. Computer Vision and Image Analysis 5. AI Algorithm Design and Analysis 6. Data Mining and Predictive Modeling

Career Paths

1. Machine Learning Engineer 2. AI Software Engineer 3. Data Scientist 4. Computer Vision Engineer