Data Science & ML track

Cross Validation

k-fold, stratified, time-series splits and validation strategy design.

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Concepts

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1

What Is Cross Validation?

Concept · Hands-on lab included

2

K-Fold Cross Validation

Concept · Hands-on lab included

3

Stratified and Group Splits

Concept · Hands-on lab included

4

LOOCV and Repeated K-Fold

Concept · Hands-on lab included

5

Nested Cross Validation

Concept · Hands-on lab included

6

Cross Validation for Time Series

Concept · Hands-on lab included

Practice

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