DS 1010Data Science I: Introduction to Data Science and Artificial Intelligence

Catalog

This course provides an introduction to the core concepts in Data Science and Artificial Intelligence. It covers a broad range of methodologies for working with and making informed decisions based on real-world data. Core topics include Python programming, data cleaning and preparation, statistics, data analytics, machine learning, natural language processing, data modeling, visualization, and business intelligence. In addition, the course emphasizes responsible and ethical considerations in the use of AI. Through hands-on activities and real-world data sets from diverse domains, students will practice using modern tools and techniques to explore data, gain insights, and understand how DS and AI systems are built and applied. Recommended Background: None