CS M10DS - Introduction to Data Science

    Recent Professors
    Esmaail Nikjeh
    Recent Semesters
    Spring 2027, Fall 2026, Spring 2026, Fall 2025, Spring 2025
    Class Size
    40 students
    Difficulty
    5.8Demandingout of 10
    Credits
    3
    Spring 2027 Sections
    View Spring 2027 sections of CS M10DS
    Transfers To
    CSU
    Description
    Provides a comprehensive introduction to the field of Data Science. Studies machine learning which is a type of artificial intelligence (AI) that provides systems the ability to automatically learn and improve from experience without being explicitly programmed. Distinguishes supervised and unsupervised machine learning (Data Mining) algorithms. Studies the emergence of massive datasets containing millions or even billions of observations which provides the primary incentive for the field, such data sets arise, for instance, in large-scale retailing, telecommunications, astronomy, engineering, health, and internet social media. Provides the key knowledge of data development, management, statistical analysis, data visualization, and inference.