stivenramireza / machine-learning-models

Regression, classification, clustering and recommender systems models.

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.