COURSE CURRICULUM

Computer Science Honours program with a stream in Artificial Intelligence and Machine Learning offers students a comprehensive and forward-thinking education in one of the most transformative areas of technology. This program combines a rigorous foundation in computer science with specialized training in artificial intelligence, machine learning, and related technologies. Students develop core programming and software development skills through courses such as Introduction to Computer Science, Systems Programming, Software Engineering, and Database Management. The stream then builds expertise in AI through advanced courses like Introduction to Machine Learning, Introduction to Artificial Intelligence, and Neural Networks, alongside optional topics including computer vision, reinforcement learning, and natural language processing. These subjects prepare students to contribute to the rapidly growing applications of AI across healthcare, business, transportation, manufacturing, finance, and agriculture. The curriculum is supported by a solid mathematical base, requiring coursework in calculus, linear algebra, probability models, and statistical modeling, all essential for designing and evaluating machine learning systems. Students also gain real-world experience through optional co-op placements and research projects at the senior level, helping them apply classroom knowledge to practical challenges. A unique opportunity within the program is the Industrial Applications Internship Option with Shopify, which provides paid work experience and financial support toward tuition. Graduates are well-equipped to pursue careers in artificial intelligence, software development, data science, or to continue into graduate-level research. With its blend of technical skills, theoretical understanding, and experiential learning, Carleton’s AI and Machine Learning stream empowers students to innovate and lead in one of today’s most impactful and fast-evolving disciplines.