Specialized AI Courses

CMPE 252 - Artificial Intelligence and Data 工程:

• Introduction to important concepts and techniques from the fields of artificial intelligence. evolution of AI systems. 智能代理. problem solving by searching, machine learning, neural networks, reinforcement learning, and knowledge representation. 的 data engineering and science process is covered as well as applications of AI and ethical considerations. 

CMPE 256 - Web and Big Data Mining 

• Data mining and machine learning algorithms and applications for large amounts of data. Information retrieval and search engines, social network analysis, link analysis, 和排名. Web personalization, recommender systems, opinion mining and sentiment analysis, and advanced topics.

CMPE 249 - Intelligent Autonomous Systems 

• Introduction to autonomous systems and intelligent solutions for self-driving cars, advanced topics in multi-modal sensing, sensor fusion, AI computing, mapping, deep learning, object detection, perception, localization, prediction, path planning, control, reinforcement learning, and Robotic Operating System (ROS).