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Emner
Matematikk og naturvitenskap
Matematikk, mekanikk og statistikk
STK-IN4300
Autumn 2025
- solutions

Studies > Courses >

STK-IN4300 - Statistical Learning Methods in Data Science

Lecture slides

Introduction to course
Overview of supervised learning
Linear methods for regression (and classification)
Model assessment and selection
Basis expansions
Kernel smoothing methods
Additive models, trees and bagging
Random forests
Boosting and additive trees
Neural networks