Middlebury Institute of International Studies at Monterey

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CSCI0451A-S24

Machine Learning

Machine Learning
Machine learning algorithms detect patterns in data and use these patterns to make decisions. This course introduces the theory and practice of machine learning. Tasks considered may include classification, regression, clustering, dimensionality reduction, text embedding, and reinforcement learning. Applications may include predictive analytics, data visualization, pattern recognition, and strategic game-playing. We will also discuss the social implications of automated decision systems. This course fulfills the Responsible Computing requirement for the Computer Science major. (Not open to students who have already taken CSCI 1051.) (CSCI 0200 and CSCI 0201 and MATH 0200) 3 hrs. lect./lab
Course Reference Number (CRN):
22170
Subject Code:
CSCI
Course Number:
0451
Section Identifier:
A

Course

CSCI 0451

All Sections in Spring 2024

Spring 2024

CSCI0451A-S24 Lecture (Chodrow)