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Data Analytics and Machine Learning in R. Linear-regression, Logistic-regression, Hierarchical-clustering, Boosting, Bagging, Random-forests, K-means-clustering, K-nearest-neighbors (K-N-N), Tree-pruning, Subset-selection, LDA, QDA, Support Vector Machines (SVM)

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kaushikmanikonda/Industrial-Data-Analytics-and-Machine-Learning_ISEN_613

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ISEN_613_Assignment-03_Console File.RData

ISEN_613_Assignment-03_Console File.RData

 
 

ISEN_613_Assignment-03_Script File_Manikonda Kaushik.R

ISEN_613_Assignment-03_Script File_Manikonda Kaushik.R

 
 

ISEN_613_Homework-02_Console File_Manikonda Kaushik.RData

ISEN_613_Homework-02_Console File_Manikonda Kaushik.RData

 
 

ISEN_613_Homework-02_Script File_Manikonda Kaushik.R

ISEN_613_Homework-02_Script File_Manikonda Kaushik.R

 
 

ISEN_613_Homework_01_Script File_Manikonda Kaushik.R

ISEN_613_Homework_01_Script File_Manikonda Kaushik.R

 
 

Regression Trees_ISEN_613_Console File_Manikonda Kaushik

Regression Trees_ISEN_613_Console File_Manikonda Kaushik

 
 

Regression Trees_ISEN_613_Script File_Manikonda Kaushik.R

Regression Trees_ISEN_613_Script File_Manikonda Kaushik.R

 
 

Subset Selection-Ridge Regression-Lasso_ISEN_613_Console File_Manikonda Kaushik.RData

Subset Selection-Ridge Regression-Lasso_ISEN_613_Console File_Manikonda Kaushik.RData

 
 

Subset Selection-Ridge Regression-Lasso_ISEN_613_Script File_Manikonda Kaushik.R

Subset Selection-Ridge Regression-Lasso_ISEN_613_Script File_Manikonda Kaushik.R

 
 

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Data Analytics and Machine Learning in R. Linear-regression, Logistic-regression, Hierarchical-clustering, Boosting, Bagging, Random-forests, K-means-clustering, K-nearest-neighbors (K-N-N), Tree-pruning, Subset-selection, LDA, QDA, Support Vector Machines (SVM)

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data-science linear-regression statistical-learning supervised-learning logistic-regression machinelearning confusion-matrix bootstrapping unsupervised-learning support-vector-machines r-programming hierarchical-clustering boosting bagging random-forests k-means-clustering k-nearest-neighbors tree-pruning subset-selection multiple-linear-regression
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