Classification

Issued by IBM

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.

Type Validation
Level Foundational
Time Hours
Cost Free

Additional Details

Skills

Earning Criteria

Please note that this badge is only accessible to registered members of IBM Digital - Nation.
Completed Unit - Supervised machine learning: Introduction to supervised machine learning; Regression; Classification.
Completed Unit - Classification algorithms: K-nearest neighbors (KNN); Decision trees.
Completed Unit - Training and testing the classification model: Introduction to training and testing; Underfitting; Overfitting; K-fold cross-validation.
Completed Unit - Evaluating the classification models’ performance: Model evaluation; Confusion matrix; Supervised vs. unsupervised learning.
Completed Exercise - Classification.
Completed the quiz with a score of 80% or more.