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This section comprises of Python codes ranging from data normalization , visualization, PCA, Regression Model for Tayko Software Cataloger to Decision Trees, K-Means Clustering for consumer segmentation of bath soaps, Affinity Analysis/Apriori Algorithm to promote for catalog cross-selling

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Association Rules-Catalog Cross Selling.ipynb
Association Rules-Catalog Cross Selling.ipynb
 
 
Catalog Cross Selling Deck.pdf
Catalog Cross Selling Deck.pdf
 
 
Chemical Features of Wine- Normalization & PCA.ipynb
Chemical Features of Wine- Normalization & PCA.ipynb
 
 
Creating dummies and splitting the dataset.ipynb
Creating dummies and splitting the dataset.ipynb
 
 
Data Normalization.ipynb
Data Normalization.ipynb
 
 
Data Visualization-Boxplots.ipynb
Data Visualization-Boxplots.ipynb
 
 
Data Visualization-Line Graphs.ipynb
Data Visualization-Line Graphs.ipynb
 
 
Data Visualization-Scatter Plots.ipynb
Data Visualization-Scatter Plots.ipynb
 
 
Data Visualization-bar Charts & Boxplots contd..ipynb
Data Visualization-bar Charts & Boxplots contd..ipynb
 
 
Decision Trees- Ebay Auction contd..ipynb
Decision Trees- Ebay Auction contd..ipynb
 
 
Decision Trees-Ebay Auctions.ipynb
Decision Trees-Ebay Auctions.ipynb
 
 
K-Means CLustering Deck.pdf
K-Means CLustering Deck.pdf
 
 
K-Means Clustering-Segmenting consumers of bath soap.ipynb
K-Means Clustering-Segmenting consumers of bath soap.ipynb
 
 
Logistic Regression Model-Universal Bank.ipynb
Logistic Regression Model-Universal Bank.ipynb
 
 
Multiple Linear Regression Model- Toyota Corolla.ipynb
Multiple Linear Regression Model- Toyota Corolla.ipynb
 
 
PCA-Breakfast Cereals.ipynb
PCA-Breakfast Cereals.ipynb
 
 
Predictive Modeling-Boston Housing Price.ipynb
Predictive Modeling-Boston Housing Price.ipynb
 
 
Regression Tree & Random Forest- Toyota Corolla.ipynb
Regression Tree & Random Forest- Toyota Corolla.ipynb
 
 
Tayko Software Cataloger-Part 1.pdf
Tayko Software Cataloger-Part 1.pdf
 
 
Tayko Software Cataloger Case Study-1.ipynb
Tayko Software Cataloger Case Study-1.ipynb
 
 
Tayko Software Cataloger Case Study-2.ipynb
Tayko Software Cataloger Case Study-2.ipynb
 
 
University Ranking-PCA on Categorical Data.ipynb
University Ranking-PCA on Categorical Data.ipynb
 
 

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This section comprises of Python codes ranging from data normalization , visualization, PCA, Regression Model for Tayko Software Cataloger to Decision Trees, K-Means Clustering for consumer segmentation of bath soaps, Affinity Analysis/Apriori Algorithm to promote for catalog cross-selling

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