The badge earner has a good understanding of implementing machine learning (ML) models, including when to use ML techniques such as regression, classification, clustering, and dimensionality reduction. They can use different machine learning libraries in Python, mainly scikit-learn and NumPy, to generate, evaluate, validate, and apply different types of ML algorithms like decision trees, linear and logistic regression, k-means, KNN, DBSCAN, SVM, PCA, t-SNE, UMAP, and hierarchical clustering.

• Type Validation
• Level Intermediate
• Time Hours
• Cost Paid