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Regression, classification, clustering and recommender systems models.

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Name		Name	Last commit message	Last commit date
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classification/k_nearest_neighbors		classification/k_nearest_neighbors
regression		regression
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md

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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.