Machine Learning Notebooks

by George Manuelpillai


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Learning Algorithms


Ensemble Methods

Kaggle competition to predict the presence for a virus in mosquitoes. I use an ensemble of Random Forests to predict when, where and what species of mosquitos carry the virus.

In Progress

Logistic Regression

Kaggle competition to predict survival rate of passengers on the Titanic.

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Regression

Using linear regression to predict miles/gallon of automobiles.

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K-Nearest Neighbors

A classification algorithm to recognize hand-written digits.

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NLP

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In Progress

Recommendation Systems

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In Progress

K-Means

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In Progress

Naive Bayes Classification

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In Progress

Utilities and Tools


SQL

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In Progress

Numpy

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In Progress

Pandas

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In Progress

Map Reduce

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In Progress