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This is our capstone project in which we increase our external company Jobs for Humanity's job search accuracy and find out new job roles through unsupervised clustering.

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arpandas94/capstone_project

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Company_Dataset

Company_Dataset

 
 

Dataset Connector.ipynb

Dataset Connector.ipynb

 
 

Description_extraction.ipynb

Description_extraction.ipynb

 
 

LDA.ipynb

LDA.ipynb

 
 

LDA_Scikit.ipynb

LDA_Scikit.ipynb

 
 

LDA_Scikit_Cluster_Labeled.xlsx

LDA_Scikit_Cluster_Labeled.xlsx

 
 

LDA_Scikit_Clusters Carlos.xlsx

LDA_Scikit_Clusters Carlos.xlsx

 
 

LDA_Scikit_Clusters(10 clusters) Carlos.xlsx

LDA_Scikit_Clusters(10 clusters) Carlos.xlsx

 
 

LDA_Scikit_Clusters.xlsx

LDA_Scikit_Clusters.xlsx

 
 

Multi-class Classification-Brian.ipynb

Multi-class Classification-Brian.ipynb

 
 

Multi-class Classification.ipynb

Multi-class Classification.ipynb

 
 

TF-IDF.ipynb

TF-IDF.ipynb

 
 

Topic_Modelling_Iteration_1.html

Topic_Modelling_Iteration_1.html

 
 

dataset_separator.ipynb

dataset_separator.ipynb

 
 

lda_final.html

lda_final.html

 
 

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This is our capstone project in which we increase our external company Jobs for Humanity's job search accuracy and find out new job roles through unsupervised clustering.

Topics

text-classification nlp-machine-learning clustering-algorithm lda-model multilabel-classification
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