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Leveraging python and its machine learning libraries (sklearn, OLS, etc) to execute all important data mining models

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.ipynb_checkpoints
.ipynb_checkpoints
 
 
DataMiningSlidesInPython-ArtificialNeuralNetworksUsing-TensorFlow_Theano_Keras.ipynb
DataMiningSlidesInPython-ArtificialNeuralNetworksUsing-TensorFlow_Theano_Keras.ipynb
 
 
DataMiningSlidesInPython-AssociationRules.ipynb
DataMiningSlidesInPython-AssociationRules.ipynb
 
 
DataMiningSlidesInPython-BeerForClassScript.ipynb
DataMiningSlidesInPython-BeerForClassScript.ipynb
 
 
DataMiningSlidesInPython-ClassificationFirstLook.ipynb
DataMiningSlidesInPython-ClassificationFirstLook.ipynb
 
 
DataMiningSlidesInPython-Clustering-1.ipynb
DataMiningSlidesInPython-Clustering-1.ipynb
 
 
DataMiningSlidesInPython-CrossTab.ipynb
DataMiningSlidesInPython-CrossTab.ipynb
 
 
DataMiningSlidesInPython-Ensemble.ipynb
DataMiningSlidesInPython-Ensemble.ipynb
 
 
DataMiningSlidesInPython-FeatureSelection.ipynb
DataMiningSlidesInPython-FeatureSelection.ipynb
 
 
DataMiningSlidesInPython-MultipleLinearRegression.ipynb
DataMiningSlidesInPython-MultipleLinearRegression.ipynb
 
 
DataMiningSlidesInPython-NeuralNetworks1.ipynb
DataMiningSlidesInPython-NeuralNetworks1.ipynb
 
 
DataMiningSlidesInPython-Resampling.ipynb
DataMiningSlidesInPython-Resampling.ipynb
 
 
DataMiningSlidesInPython-Text-Cluster.ipynb
DataMiningSlidesInPython-Text-Cluster.ipynb
 
 
DataMiningSlidesInPython-TextMining1.ipynb
DataMiningSlidesInPython-TextMining1.ipynb
 
 
DataMiningSlidesInPython-TopicModeling.ipynb
DataMiningSlidesInPython-TopicModeling.ipynb
 
 
DataMiningSlidesInPython-TreeBasedModelsInPython.ipynb
DataMiningSlidesInPython-TreeBasedModelsInPython.ipynb
 
 
DataMiningSlidesInPython-TwitterExample.ipynb
DataMiningSlidesInPython-TwitterExample.ipynb
 
 
DataMiningSlidesInPython-knn_examples_bank2 (1) Script.ipynb
DataMiningSlidesInPython-knn_examples_bank2 (1) Script.ipynb
 
 
DataMiningSlidesInPython-nb_examples_bank2 (1).ipynb
DataMiningSlidesInPython-nb_examples_bank2 (1).ipynb
 
 
README.md
README.md
 
 
RandomNumbersAndPartitionsInPython.ipynb
RandomNumbersAndPartitionsInPython.ipynb
 
 
TryingGitIntegrationWithSageMaker.ipynb
TryingGitIntegrationWithSageMaker.ipynb
 
 
TryingWithSageMakerAgain.ipynb
TryingWithSageMakerAgain.ipynb
 
 

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MachineLearningUsingPython

This repository consists of all the important machine learning algorithms in the form of python jupyter notebooks. Each jupyter notebook demonstrates the application of a data mining model using simple datasets, corresponding results and visualizations.

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Leveraging python and its machine learning libraries (sklearn, OLS, etc) to execute all important data mining models

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python machine-learning data-mining sklearn ols-regression

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