Machine Learning Models
Cognitive Class course that contains differents machine learning models to implement in Python.
1. Regression
- Simple linear regression.
- Multiple linear regression.
- Non-linear regression.
2. Classification
- K-Nearest neighbors.
- Decision trees.
- Logistic regression.
- Support vector machines.
3. Clustering
- K-Means clustering.
- Hierarchical clustering.
- Density-based clustering.
4. Recommender Systems
- Content-based.
- Collaborative filtering.