CS470

Data Science is the study of knowledge extraction from massive amounts of data. It requires an integrated skill set including aspects of mathematics, statistics, and computer science. Students will be introduced to concepts, techniques, and tools they need to solve practical problems arising in various fields. Specific topics include: 1) ethical issues, 2) data collection, cleaning, and exploratory analysis, 3) machine learning algorithms (including: regression, classification, and clustering), 4) predictive modeling, 5) data visualization, and 6) effective communication.

Willamette College

Salem

Odd Years

Spring Semester