Academic Catalogs

ICS C165: Foundations of Data Science and Artificial Intelligence

Course Outline of Record
Item Value
Top Code 070700 - Computer Software Development
Units 3 Total Units 
Hours 54 Total Hours (Lecture Hours 54)
Total Outside of Class Hours 0
Course Credit Status Credit: Degree Applicable (D)
Material Fee No
Basic Skills Not Basic Skills (N)
Repeatable No
Grading Policy Standard Letter (S), 
  • Pass/No Pass (B)

Course Description

This course introduces the foundational concepts, methods, and tools of data science and artificial intelligence (AI). Topics include data collection and cleaning, exploratory data analysis, statistical and data modeling techniques, data visualization, and the ethical implications of AI. Students will develop a strong foundation in understanding how data can be leveraged to make predictions and informed decisions across various domains. This course combines theory and practical applications, equipping students with the skills needed to analyze data, understand AI’s potential and limitations, and create basic models that can learn from data. Transfer Credit: CSU.

Method(s) of Instruction

  • Lecture (02)
  • DE Live Online Lecture (02S)
  • DE Online Lecture (02X)