Supervised Learning Algorithms
Distance Learning · Further Education · Advanced Data Science and Analytics
This unit introduces the fundamental concepts and algorithms of supervised learning, including linear regression, logistic regression, decision trees, and support vector machines. Students will gain a deep understanding of how these algorithms work and how to apply them to real-world data science problems.
Zum Üben gibt es 58 Aufgaben. Jede Antwort bekommt sofort eine Rückmeldung, kostenlos und ohne Anmeldung.
Das gehört dazu
- Introduction to Supervised Learning
- Linear Regression
- Logistic Regression
- Decision Trees
- Support Vector Machines
- Model Evaluation
- Overfitting and Underfitting
- Regularization Techniques
Stichworte
- Supervised Learning
- Classification
- Regression
- Overfitting
- Underfitting