Supervised Learning
Cloud Computing · Further Education · Cloud Artificial Intelligence and Machine Learning
This unit introduces the fundamental concepts of supervised learning, a type of machine learning where algorithms learn from labeled data. Students will gain a comprehensive understanding of supervised learning algorithms, evaluation metrics, and their applications in real-world scenarios.
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Das gehört dazu
- Introduction to Supervised Learning
- Types of Supervised Learning Algorithms
- Classification Algorithms
- Regression Algorithms
- Evaluation Metrics for Supervised Learning
- Model Selection and Tuning
- Overfitting and Underfitting
- Applications of Supervised Learning
Stichworte
- Supervised Learning
- Algorithms
- Classification
- Regression
- Evaluation Metrics
- Data Preparation
- Model Selection
- Overfitting
- Underfitting