3 units
- Intelligent Systems
- Elective Courses (9 Units Selected From)
- Core Requirements
- Areas of Study
- Intelligent Systems
Offered: Summer 2027 (not offered), Spring 2027 (unknown), Fall 2026 (offered)
Counts toward
- Artificial Intelligence and Technology, M.S. (2026-27) - Core Requirements
- Computational Science, Data Science Concentration, M.S. (2026-27) - Elective Courses (9 Units Selected From)
- Computational Science, Data Science Concentration, M.S. (2025-26) - Elective Courses (9 Units Selected From)
- Computational Science, Data Science Concentration, M.S. (2024-25) - Elective Courses (9 Units Selected From)
Show all 10
- Computer Science, B.S. (2026-27) - Intelligent Systems
- Computer Science, B.S. (2025-26) - Intelligent Systems
- Computer Science, B.S. in Applied Arts and Sciences (2024-25) - Intelligent Systems
- Computer Science, M.S. (2026-27) - Areas of Study
- Computer Science, M.S. (2025-26) - Areas of Study
- Computer Science, M.S. (2024-25) - Areas of Study
Computer algorithms and methods for neural networks. Convolutional networks, feedforward networks, generative adversarial networks, graphical neural networks, recurrent neural networks; backward propagation, computational graph, regularization, stochastic gradient descent; autoencoder networks and deep structure models.
From the catalog
- Grading
- LTR: Letter Graded. The class will be offered for letter grade with no option to take it for Cr/NC
- Repeatable
- Maximum 3 units.
0 sections in Spring 2027
CS 553 is not offered in Spring 2027. Check all CS classes for other terms.