Unsupervised Learning
Online Learning · Further Education · Advanced Data Science and Machine Learning
This unit delves into unsupervised learning, a powerful technique for discovering hidden patterns and structures in unlabeled data. Students will master clustering, dimensionality reduction, and anomaly detection algorithms, equipping them to extract valuable insights from complex datasets.
Zum Üben gibt es 50 Aufgaben. Jede Antwort bekommt sofort eine Rückmeldung, kostenlos und ohne Anmeldung.
Das gehört dazu
- K-Means Clustering
- Hierarchical Clustering
- Principal Component Analysis (PCA)
- Singular Value Decomposition (SVD)
- Autoencoders
- Isolation Forests
- Local Outlier Factor (LOF)
- Applications of Unsupervised Learning in Finance
- Healthcare
- and Marketing
Stichworte
- Clustering
- Dimensionality Reduction
- Anomaly Detection
- Unsupervised Learning
- Data Analysis
- Machine Learning