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Machine Learning I
Engineering & Social Sciences Program
Madrid, Spain
Dates: 1/16/25 - 6/4/25
Machine Learning I
OVERVIEW
CEA CAPA Partner Institution: Universidad Carlos III de Madrid
Location: Madrid, Spain
Primary Subject Area: Computer Sciences
Instruction in: English
Course Code: 16492
Transcript Source: Partner Institution
Course Details: Level 200
Recommended Semester Credits: 3
Contact Hours: 42
Prerequisites: Programming, Probability and Data Analysis
DESCRIPTION
· Introduction to machine learning
· Learning decision trees and rules
· Methodological aspects
· Learning regression trees and rules
· Ensembles of learning methods
· Frequent itemsets and association rules
· Reinforcement learning
· Relational learning
· Analysis of streaming data
· Learning decision trees and rules
· Methodological aspects
· Learning regression trees and rules
· Ensembles of learning methods
· Frequent itemsets and association rules
· Reinforcement learning
· Relational learning
· Analysis of streaming data