Classification

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Through self-paced learning, this badge earner has displayed an understanding of topics such as types of supervised machine learning, classification algorithms, training and testing the classification models, and evaluating the performance of classification models.

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Classification

What is needed to earn this credential or badge

Member

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Course

Completed Unit - Supervised machine learning: Introduction to supervised machine learning; Regression; Classification.

Course

Completed Unit - Classification algorithms: K-nearest neighbors (KNN); Decision trees.

Course

Completed Unit - Training and testing the classification model: Introduction to training and testing; Underfitting; Overfitting; K-fold cross-validation.

Course

Completed Unit - Evaluating the classification models’ performance: Model evaluation; Confusion matrix; Supervised vs. unsupervised learning.

Course

Completed Exercise - Classification.

Assessment

Completed the quiz with a score of 80% or more.

Classification

Alignment to standards

no alignment to standards

Classification

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